Добро пожаловать! Этот проект — совокупность кода, таблиц и маркдауна, связанных с данными о вузах со всего мира. В первой части вы найдете некоторую информацию об университетах, в том числе и их геолокацию, далее мы проанализируем наши данные и на их основе построим красивый граф.
❗️Важно. В этом коде используется обращение к стороннему апи через REST-запросы. И запросов этих много, поскольку таким образом мы получаем данные о геопозиции для всех 2000+ вузов. Этот блок кода выполняется долго(приблизительно 15 минут). Я оптимизировал его, чтобы он не выполнялся, если данные уже имеются, но все же счел важным сообщить об нем заранее, чтобы не возникли опасения касательно его медленной работы.
Далее идет описание всех технологий по критериям, после чего сам проект с комментариями.
Обработка данных с помощью pandas. Так как весь проект — это создание трех таблиц, вполне естественно, что мы использовали продвинутые возможности pandas. Мы объединяли таблицы, применяли много разных функций к столбцам, нормировали, работали со строками в этих таблицах, сортировали, переименовывали и даже использовали pivot когда считали средние издержки на рисерч.
Работа с REST API (XML/JSON). Использовалось, как сказано выше, для получения геоданных университетов.
Визуализация данных. Для визуализации мы использовали красивые графики в seaborn — barplot, lineplot, heatmap. Также используется pie() из библиотеки matplotlib Пришлось немного поколдовать над данными (отнормировать и отсортировать), чтобы графики были совсем красивыми, а еще подобрать параметры визуализации для большей наглядности.
Работа с геоданными с помощью geopandas, shapely, folium и т.д. Я использовал geopandas для визуализации карты США и при помощи найденного мной датасета с картой его штатов я смог построить наглядный график.
Математические возможности Python (содержательное использование numpy/scipy, SymPy и т.д. для решения математических задач). Мы все же смогли найти математические задачи в таблице с универами. Когда мы вычисляли значение среднего рейтинга для восточной и западной половины США, мы использовали метод mean() из библиотеки numpy
Другие технологии (пока не обсуждавшиеся в курсе, но связанные с обработкой данных с помощью Python, R или других языков программирования). Я использовал библиотеку rich, чтобы сделать выводы кода более приятными глазу. Я применял стилизацию текста, делал логи для ответов на запросы и таблицы в сравнении вузов США.
Объём (осмысленных строк кода). Я написал небольшой скрипт, который считает строки кода в блокноте. Код скрипта находится внизу блокнота в приложении.
Целостность проекта. Надеюсь, я применил все технологии по делу и проект будет не только выглядеть, но и ощущаться целостным.
Общее впечатление. Надеюсь, вам понравилось :)
import pandas as pd
import streamlit
import requests
import seaborn as sns
import matplotlib.pyplot as plt
from rich.console import Console
import json
import geopandas as gpd
from rich.table import Table
import networkx as nx
data_path = "dataset/input/world-university-rankings/"
cwur_data = data_path + "cwur_data.csv"
geo_api_endpoint = "http://api.positionstack.com/v1/forward"
console = Console()
def uni_serialize():
df = pd.read_csv(cwur_data)
return df
def get_geolocation(uni_name):
GEO_API_KEY = "7e5af99fd356a3a854e866c2f16064eb"
try:
target = list(json.loads(requests.get(url=geo_api_endpoint + f"?access_key={GEO_API_KEY}&query={uni_name}").text)["data"])[0]
return {"latitude": target["latitude"], "longitude": target["longitude"]}
except:
return {"latitude" : None, "longitude" : None} # проверяем есть ли в принципе данные о геолокации
def add_geo(df):
geo_lat = []
geo_lon =[]
if ("latitude" in df.columns.values or "longitude" in df.columns.values) : return # проверяем есть ли уже данные о геолокации, чтобы не считать их дважды
for _ in df["institution"]:
searched = get_geolocation(_)
geo_lat.append(searched["latitude"])
geo_lon.append(searched["longitude"])
df.insert(3, "Latitude", geo_lat, True)
df.insert(4, "Longitude", geo_lon, True)
return df
Проинициализируем данные, которые будем в дальнейшем обрабатывать
uni_data = uni_serialize()
Получили базовую информацию об университетах из датасета. Добавим к этим данным их географическое положение через api api.positionstack.com/v1. Построим карту Америки и отметим на ней университеты, используя библиотеку geopandas. Я нашел в открытом доступе файлы с необходимыми для отображения карты Америки формами. Источник
# segment = uni_data.head()
# segment = add_geo(segment)
uni_data = add_geo(uni_data)
Источник геолокаций не гарантирует, что будет найден запрашиваемый университет. Следовательно, нам нужно проверить, какой процент из институтов не был найден, и выяснить, не повлияет ли это на дальнейший анализ
geo_Latitude_NaN_count = uni_data.Latitude.isnull().sum()
geo_Longitude_NaN_count = uni_data.Longitude.isnull().sum()
table = Table()
table.add_column(header="latitude is Nan longitude is not NaN", style=" bold italic cyan")
table.add_column(header="longitude is NaN", style=" bold italic cyan")
table.add_row(str(geo_Latitude_NaN_count), str(geo_Longitude_NaN_count))
console.print(table)
console.print(f"[bold]No geolocation count:[/] {uni_data.Longitude.isnull().sum()}")
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓ ┃ latitude is Nan longitude is not NaN ┃ longitude is NaN ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩ │ 81 │ 81 │ └──────────────────────────────────────┴──────────────────┘
No geolocation count: 81
82 университета. Выглядит пугающе, но посмотрим, насколько это много в процентном соотношении:
pie_chart_labels = ["Without location", "With location"]
pie_data = [uni_data.Longitude.isnull().sum(), len(uni_data)]
colors = sns.color_palette('pastel')
plt.pie(x=pie_data, labels= pie_chart_labels, autopct='%.0f%%', colors=colors)
plt.show()
sns.barplot(x=pie_chart_labels, y=pie_data)
<AxesSubplot:>
Как мы можем заметить, количество данных без геолокации находится в приделах разумного, что позволяет нам продолжить работать с этим датасетом.
states = gpd.read_file("usa-states-census-2014.shp")
states.head()
| STATEFP | STATENS | AFFGEOID | GEOID | STUSPS | NAME | LSAD | ALAND | AWATER | region | geometry | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 06 | 01779778 | 0400000US06 | 06 | CA | California | 00 | 403483823181 | 20483271881 | West | MULTIPOLYGON Z (((-118.59397 33.46720 0.00000,... |
| 1 | 11 | 01702382 | 0400000US11 | 11 | DC | District of Columbia | 00 | 158350578 | 18633500 | Northeast | POLYGON Z ((-77.11976 38.93434 0.00000, -77.04... |
| 2 | 12 | 00294478 | 0400000US12 | 12 | FL | Florida | 00 | 138903200855 | 31407883551 | Southeast | MULTIPOLYGON Z (((-81.81169 24.56874 0.00000, ... |
| 3 | 13 | 01705317 | 0400000US13 | 13 | GA | Georgia | 00 | 148963503399 | 4947080103 | Southeast | POLYGON Z ((-85.60516 34.98468 0.00000, -85.47... |
| 4 | 16 | 01779783 | 0400000US16 | 16 | ID | Idaho | 00 | 214045425549 | 2397728105 | West | POLYGON Z ((-117.24303 44.39097 0.00000, -117.... |
Говорят, что вузы западного побережья круче Восточных. Проверим гиппотезу
# штаты западного и восточного побережья
west = [states["STUSPS"][i] for i in range(len(states)) if 'est' in states["region"][i]]
east = [states["STUSPS"][i] for i in range(len(states)) if 'ast' in states["region"][i]]
тут я вспомнил, что нужно много строчек..
Посчитаем средний рейтинг вузов по США, разделив их на западные университеты и восточные:
кстати метод mean() - это часть numpy(😊)
usa_uni = uni_data.loc[uni_data['country'] == 'USA', ["institution","Longitude", "Latitude", 'national_rank']]
west_uni_avg = usa_uni.loc[usa_uni['Longitude'] < -95]
east_uni_avg = usa_uni.loc[usa_uni['Longitude'] >= -95]
console.print(f"East coast average national rating: {east_uni_avg.national_rank.mean()}\nWest coast average national rating: {west_uni_avg.national_rank.mean()}\n")
East coast average national rating: 98.4175 West coast average national rating: 93.85798816568047
Данные цифры говорят нам о том, что средний рейтинг западных вузом все же выше, чем таковой у Восточных, пусть и незначительно. Отобразим данные на карте и посмотрим и проанализируем, почему так вышло:
west = states[states['region'] == 'West']
southwest = states[states['region'] == 'Southwest']
southeast = states[states['region'] == 'Southeast']
midwest = states[states['region'] == 'Midwest']
northeast = states[states['region'] == 'Northeast']
us_boundary_map = states.boundary.plot(figsize=(18, 12), color='Black', linewidth=.5)
west.plot(ax=us_boundary_map, color="MistyRose")
southwest.plot(ax=us_boundary_map, color="MistyRose")
southeast.plot(ax=us_boundary_map, color="Plum")
midwest.plot(ax=us_boundary_map, color="Plum")
final_map = northeast.plot(ax=us_boundary_map, color="Plum")
plt.xlim(-125, -65)
plt.ylim(25, 50)
us_boundary_map.scatter(x=usa_uni["Longitude"], y=usa_uni["Latitude"],s=usa_uni["national_rank"][::-1]**(16/14),c=usa_uni["national_rank"], cmap="Greys"),
plt.title("National rating of USA universities")
plt.xlabel("Longitude")
plt.ylabel("Latitude")
plt.show()
На карте отчетливо видно, что, количество университетов на западе значительно ниже, чем на востоке, из чего можно сделать вывод, что количество менее престижных институтов оказывает сильное влияние на средний рейтинг, что и дает первенство западному побережью
Определим по заданным критериям динамику развития всех вузов
quality_unis = uni_data[["institution","quality_of_education", "quality_of_faculty", "publications", "patents", "year"]]
console.print(f"size: {len(quality_unis)}")
quality_unis.head()
size: 2200
| institution | quality_of_education | quality_of_faculty | publications | patents | year | |
|---|---|---|---|---|---|---|
| 0 | Harvard University | 7 | 1 | 1 | 5 | 2012 |
| 1 | Massachusetts Institute of Technology | 9 | 3 | 12 | 1 | 2012 |
| 2 | Stanford University | 17 | 5 | 4 | 15 | 2012 |
| 3 | University of Cambridge | 10 | 4 | 16 | 50 | 2012 |
| 4 | California Institute of Technology | 2 | 7 | 37 | 18 | 2012 |
fig = plt.figure(figsize=(100, 100))
gs = fig.add_gridspec(2,2, hspace=0, wspace=0)
(ax1, ax2), (ax3, ax4) = gs.subplots(sharex='col', sharey='row')
sns.set()
fig.suptitle('Оценка достижений вузов')
ax1.set_xlabel('institution')
ax1.tick_params(
bottom = True,
top = True,
# labelbottom = True,
labeltop = True,
direction = 'inout',
labelrotation = 45
)
quality_unis.sort_values(["quality_of_education", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["quality_of_education"], ax=ax1)
ax2.tick_params(
bottom = True,
top = True,
labelbottom = True,
labeltop = True,
direction = 'inout',
labelrotation = 45
)
ax2.set_xlabel('institution')
quality_unis.sort_values(["quality_of_faculty", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["quality_of_faculty"], ax=ax2)
ax3.tick_params(
bottom = True,
top = True,
# labelbottom = True,
labeltop = True,
direction = 'inout',
labelrotation = 45
)
ax3.set_xlabel('institution')
quality_unis.sort_values(["publications", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["publications"], ax=ax3)
ax4.tick_params(
bottom = True,
# top = True,
labelbottom = True,
# labeltop = True,
direction = 'inout',
labelrotation = 45
)
ax4.set_xlabel('institution')
quality_unis.sort_values(["patents", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["publications"], ax=ax4)
<AxesSubplot:xlabel='institution', ylabel='publications'>
Проведя анализ, можно сделать вывод, что эта картина не предоставляет нам наглядных данных для анализа.
Посмотрим корреляцию между разными параметрами
quality_unis = uni_data[["institution","quality_of_education", "quality_of_faculty", "publications", "patents", "country", "national_rank", "alumni_employment", "influence", "citations", "broad_impact", "score", "year"]]
figure = plt.figure(figsize=(12, 12))
grid_kws = {"height_ratios": (.9, .05), "hspace": .3}
f, (ax, cbar_ax) = plt.subplots(2, gridspec_kw=grid_kws)
sns.heatmap(data=quality_unis.corr(), cmap="YlGnBu", annot=True, cbar_ax=cbar_ax,
cbar_kws={"orientation": "horizontal"}, ax=ax)
<AxesSubplot:>
<Figure size 864x864 with 0 Axes>
Невероятно, но факт, рейтинг внутри страны плохо коррелирует с другими параметрами
Рассмотрим топ 3 лучших технических универистета и их динамику развития по критериям
fig = plt.figure(figsize=(10, 10))
gs = fig.add_gridspec(3,1, hspace=0, wspace=0)
axes = gs.subplots(sharex='col', sharey='row')
harvard_data = uni_data[uni_data["institution"] == "Harvard University"]
mit_data = uni_data[uni_data["institution"] == "Massachusetts Institute of Technology"]
stanford_data = uni_data[uni_data["institution"] == "Stanford University"]
fig.suptitle("Динамика развития вузов")
sns.set()
sns.lineplot(data=harvard_data, x="year", y="quality_of_education",ax=axes[0])
sns.lineplot(data=mit_data, x="year", y="quality_of_education",ax=axes[0])
sns.lineplot(data=stanford_data, x="year", y="quality_of_education",ax=axes[0])
axes[0].invert_yaxis()
sns.set()
sns.lineplot(data=harvard_data, x="year", y="quality_of_faculty",ax=axes[1])
sns.lineplot(data=mit_data, x="year", y="quality_of_faculty",ax=axes[1])
sns.lineplot(data=stanford_data, x="year", y="quality_of_faculty",ax=axes[1])
axes[1].invert_yaxis()
sns.set()
sns.lineplot(data=harvard_data, x="year", y="national_rank",ax=axes[2])
sns.lineplot(data=mit_data, x="year", y="national_rank",ax=axes[2])
sns.lineplot(data=stanford_data, x="year", y="national_rank",ax=axes[2])
axes[2].invert_yaxis()
fig.legend(labels=["Harvard University", "Massachusetts Institute of Technology", "Stanford University"])
plt.show()
sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution")
plt.show()
sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution")
plt.show()
sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution")
fig.legend(labels=["Harvard University", "Massachusetts Institute of Technology", "Stanford University"])
plt.show()
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:32: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution") /var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:32: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution")
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:36: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution") /var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:36: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution")
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:40: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution") /var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:40: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution")
Можно сказать, что в MIT ухудшилось качество образования, из-за чего его национальный рейтинг упал, уступив Стенфорду, качество образования которого за последнее время наоборот возросло
Построим граф на основе наших данных, где каждая вершина - институт принадлежит подграфу - стране
G = nx.DiGraph()
clear_unis = uni_data[['world_rank', 'institution', 'country', 'Latitude', 'Longitude',
'national_rank', 'quality_of_education', 'alumni_employment',
'quality_of_faculty', 'publications', 'influence', 'citations',
'broad_impact', 'patents', 'score']]
vertices = list(clear_unis["institution"].drop_duplicates())
subgraphs_countries = list(clear_unis["country"].drop_duplicates())
connections = {}
for i in clear_unis.values:
print(i)
if i[2] not in connections:
connections[i[2]] = [i[1]]
else:
connections[i[2]].append(i[1])
G.add_nodes_from(connections.keys())
for k, v in connections.items():
G.add_edges_from(([(k, t) for t in v]))
fig = plt.figure(figsize=(100, 100))
# G = nx.relabel_nodes(G, dict(enumerate(clear_unis.columns)))
nx.draw(G)
plt.draw()
[1 'Harvard University' 'USA' 42.368714 -71.125877 1 7 9 1 1 1 1 nan 5 100.0] [2 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 2 9 17 3 12 4 4 nan 1 91.67] [3 'Stanford University' 'USA' 41.513101 -81.607469 3 17 11 5 4 2 2 nan 15 89.5] [4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 10 24 4 16 16 11 nan 50 86.17] [5 'California Institute of Technology' 'USA' 34.137827 -118.125371 4 2 29 7 37 22 22 nan 18 85.21] [6 'Princeton University' 'USA' 40.339911 -74.657391 5 8 14 2 53 33 26 nan 101 82.5] [7 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 13 28 9 15 13 19 nan 26 82.34] [8 'Yale University' 'USA' 41.314614 -72.926488 6 14 31 12 14 6 15 nan 66 79.14] [9 'Columbia University' 'USA' 40.817323 -73.958722 7 23 21 10 13 12 14 nan 5 78.86] [10 'University of California, Berkeley' 'USA' 37.367813 -120.421858 8 16 52 6 6 5 3 nan 16 78.55] [11 'University of Chicago' 'USA' 41.78976 -87.59977 9 15 26 8 34 20 28 nan 101 73.82] [12 'Cornell University' 'USA' 42.452314 -76.475568 10 21 42 14 22 21 16 nan 10 73.69] [13 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 31 16 24 9 10 8 nan 9 73.64] [14 'University of Tokyo' 'Japan' 35.71339 139.76232 1 32 19 31 8 19 23 nan 3 69.49] [15 'Johns Hopkins University' 'USA' 44.49477 11.355897 12 34 77 20 11 9 9 nan 7 66.94] [16 'Swiss Federal Institute of Technology in Zurich' 'Switzerland' 10.231468 76.40878 1 26 66 11 40 51 44 nan 34 66.69] [17 'Kyoto University' 'Japan' 35.032404 135.721065 2 42 38 19 25 36 43 nan 23 65.76] [18 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 1 4 101 22 101 67 101 nan 29 65.09] [19 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 13 62 59 23 3 11 6 nan 13 64.05] [20 'University of California, San Diego' 'USA' 37.367813 -120.421858 14 61 101 15 10 8 10 nan 22 63.11] [21 'Rockefeller University' 'USA' 40.761659 -73.956039 15 1 101 16 101 28 96 nan 101 61.74] [22 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 2 24 93 13 101 91 101 nan 28 60.76] [23 'New York University' 'USA' 41.309439 19.801928 16 89 75 17 42 24 34 nan 62 60.55] [24 'University of California, San Francisco' 'USA' 37.367813 -120.421858 17 101 101 21 19 3 13 nan 33 59.7] [25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 64 63 33 17 30 21 nan 21 59.66] [26 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929 19 82 101 18 35 71 39 nan 44 59.0] [27 'Duke University' 'USA' 36.000715 -78.941806 20 65 43 55 20 15 12 nan 20 58.37] [28 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 3 84 73 35 26 26 29 nan 41 57.53] [29 'University of Texas Southwestern Medical Center' 'USA' 34.592424 -98.463021 21 19 101 32 101 43 84 nan 101 56.43] [30 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 101 78 27 41 47 40 nan 57 56.18] [31 'University College London' 'United Kingdom' 43.00814 -81.273361 4 35 101 45 27 23 33 nan 86 55.21] [32 'Osaka University' 'Japan' 34.691802 135.50506 3 77 101 44 39 44 51 nan 11 54.43] [33 'Northwestern University' 'USA' 42.059592 -87.678695 23 101 32 101 24 25 20 nan 35 54.4] [34 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 24 68 60 101 2 17 7 nan 8 53.72] [35 'University of Toronto' 'Canada' 43.662026 -79.397364 1 101 101 34 7 14 18 nan 101 53.43] [36 'University of North Carolina at Chapel Hill' 'USA' 35.904627 -79.054489 25 101 86 56 31 29 31 nan 29 53.09] [37 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 26 74 62 101 32 18 30 nan 14 52.9] [38 'University of Utah' 'USA' 40.762955 -111.835699 27 92 101 41 74 52 67 nan 12 52.64] [39 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 28 101 101 40 5 7 5 nan 101 52.25] [40 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858 29 101 101 28 68 72 36 nan 101 52.15] [41 'McGill University' 'Canada' 45.506874 -73.578701 2 70 91 54 33 39 47 nan 101 51.72] [42 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 30 95 70 49 61 101 58 nan 19 51.66] [43 'Carnegie Mellon University' 'USA' -34.928125 138.601184 31 30 81 26 101 101 61 nan 101 51.6] [44 'University of Southern California' 'USA' 34.021388 -118.286358 32 101 101 63 46 48 32 nan 23 51.38] [45 'University of California, Davis' 'USA' 38.537811 -121.757623 33 79 101 92 23 40 25 nan 32 51.06] [46 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 34 83 88 48 71 54 56 nan 101 50.68] [47 'University of California, Irvine' 'USA' 33.643856 -117.841612 35 101 101 38 59 57 52 nan 65 50.64] [48 'University of Paris-Sud' 'France' 48.861587 2.310672 1 48 101 25 73 96 101 nan 101 50.44] [49 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 36 101 101 85 18 31 17 nan 84 50.3] [50 'University of Arizona' 'USA' 32.228613 -110.97637 37 101 101 88 45 42 45 nan 27 50.29] [51 'Technion – Israel Institute of Technology' 'Israel' nan nan 3 45 89 36 101 101 101 nan 51 50.01] [52 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 38 101 101 83 30 50 35 nan 54 49.54] [53 'University of Rochester' 'USA' 43.12923 -77.62806 39 41 54 101 82 68 54 nan 62 49.51] [54 'École normale supérieure - Paris' 'France' 48.884064 2.309272 2 3 61 77 101 101 101 nan 101 49.1] [55 'University of Florida' 'USA' 29.638801 -82.352647 40 101 101 96 29 74 42 nan 2 48.8] [56 'Tel Aviv University' 'Israel' 32.1134 34.80353 4 97 101 51 72 101 101 nan 35 48.76] [57 'Rice University' 'USA' 29.716981 -95.401406 41 28 53 94 101 101 53 nan 101 48.76] [58 'Dartmouth College' 'USA' 43.704269 -72.289381 42 27 13 101 101 101 101 nan 92 48.5] [59 'Vanderbilt University' 'USA' 36.143941 -86.80324 43 80 72 101 50 35 49 nan 101 48.44] [60 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 1 71 101 43 64 41 70 nan 101 48.43] [61 'École Polytechnique' 'France' 33.545604 -7.663752 3 47 3 101 101 101 101 nan 101 48.33] [62 'Boston University' 'USA' 42.352261 -71.121401 44 101 101 86 48 34 37 nan 101 48.31] [63 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 54 101 84 36 53 78 nan 101 48.26] [64 'Pennsylvania State University, University Park' 'USA' 40.80395 -77.85722 45 101 94 101 38 60 27 nan 99 48.15] [65 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 46 101 29 101 93 101 nan 101 47.94] [66 'Brown University' 'USA' 41.826372 -71.401085 46 49 37 65 101 73 92 nan 101 47.91] [67 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 101 101 93 28 38 48 nan 101 47.74] [68 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 47 85 101 50 47 55 41 nan 101 47.69] [69 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland' 10.231468 76.40878 3 101 30 82 101 101 101 nan 74 47.68] [70 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 51 101 42 84 49 95 nan 101 47.61] [71 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285 -79.95922 48 81 101 101 21 32 24 nan 61 47.59] [72 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 49 101 101 59 80 83 72 nan 85 47.5] [73 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 50 101 101 46 58 101 80 nan 101 47.31] [74 'Nagoya University' 'Japan' 35.146669 136.965835 4 56 101 69 101 101 101 nan 46 46.89] [75 'Seoul National University' 'South Korea' 37.45917 126.95194 1 101 34 101 44 101 69 nan 4 46.74] [76 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 5 101 101 75 52 70 63 nan 101 46.38] [77 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 101 101 30 70 101 101 nan 101 46.34] [78 'Case Western Reserve University' 'USA' 41.5045 -81.59707 51 33 101 101 96 63 65 nan 101 46.11] [79 'Tohoku University' 'Japan' 38.253095 140.873659 5 53 101 101 49 100 67 nan 29 45.82] [80 'Arizona State University' 'USA' 33.432901 -111.910884 52 101 101 70 101 101 77 nan 49 45.7] [81 'Emory University' 'USA' 33.794053 -84.327305 53 101 97 101 54 37 50 nan 46 45.47] [82 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484 120.981999 1 87 101 52 86 58 100 nan 101 45.33] [83 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 2 90 101 90 60 45 62 nan 101 45.21] [84 'University of Virginia' 'USA' 37.969054 -78.461504 54 101 50 101 76 62 57 nan 86 45.2] [85 'Leiden University' 'Netherlands' 52.1575 4.4819 1 88 101 76 81 65 101 nan 101 45.13] [86 'Tufts University' 'USA' 42.406182 -71.116858 55 60 41 101 101 95 75 nan 101 44.91] [87 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 56 101 67 101 79 101 46 nan 40 44.71] [88 'University of Zurich' 'Switzerland' 47.37478 8.54858 4 101 101 80 101 69 99 nan 101 44.51] [89 'University of Helsinki' 'Finland' 60.18959 24.83502 1 96 101 79 62 64 54 nan 101 44.44] [90 'Technical University of Munich' 'Germany' 1.307854 103.77768 3 52 101 101 91 76 94 nan 101 44.32] [91 'University of Oslo' 'Norway' 59.94025 10.7227 1 101 101 39 101 101 101 nan 101 44.26] [92 'University of Queensland' 'Australia' -27.493732 153.016683 1 101 101 101 67 90 89 nan 46 44.18] [93 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 101 101 60 85 66 101 nan 101 44.15] [94 'University of Sydney' 'Australia' -33.88778 151.18722 2 101 101 101 56 92 85 nan 69 44.13] [95 'Williams College' 'USA' 53.962294 -1.080267 57 18 15 101 101 101 101 nan 101 43.89] [96 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753 58 101 101 101 95 46 66 nan 100 43.88] [97 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 6 101 101 87 101 101 101 nan 92 43.79] [98 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 7 101 101 78 75 81 86 nan 101 43.77] [99 'Utrecht University' 'Netherlands' 52.09021 5.12233 2 100 101 101 65 101 60 nan 101 43.47] [100 'Mines ParisTech' 'France' 48.845357 2.339294 5 44 4 101 101 101 101 nan 101 43.36] [1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 nan 7 100.0] [2 'Stanford University' 'USA' 41.513101 -81.607469 2 11 2 4 6 2 2 nan 11 93.94] [3 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 1 7 12 10 11 7 13 nan 15 92.54] [4 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 2 16 2 16 3 3 nan 1 91.45] [5 'University of Cambridge' 'United Kingdom' 52.203 0.12 2 3 15 5 9 11 10 nan 39 90.24] [6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 8 9 13 9 11 nan 10 88.21] [7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 6 28 6 8 6 4 nan 19 85.07] [8 'Princeton University' 'USA' 40.339911 -74.657391 6 4 14 3 58 35 27 nan 101 82.17] [9 'University of Chicago' 'USA' 41.78976 -87.59977 7 9 19 8 37 21 30 nan 101 79.16] [10 'Yale University' 'USA' 41.314614 -72.926488 8 10 25 13 20 12 22 nan 42 78.83] [11 'California Institute of Technology' 'USA' 34.137827 -118.125371 9 5 101 7 38 24 25 nan 17 77.59] [12 'University of Pennsylvania' 'USA' 39.95325 -75.193841 10 22 5 25 10 10 9 nan 14 77.24] [13 'Cornell University' 'USA' 42.452314 -76.475568 11 12 23 18 21 19 15 nan 7 76.99] [14 'University of Tokyo' 'Japan' 35.71339 139.76232 1 17 3 32 14 23 29 nan 5 76.23] [15 'Kyoto University' 'Japan' 35.032404 135.721065 2 32 17 14 28 46 58 nan 13 69.46] [16 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12 38 35 12 5 15 6 nan 12 67.84] [17 'Johns Hopkins University' 'USA' 44.49477 11.355897 13 23 96 21 4 5 7 nan 2 65.64] [18 'Swiss Federal Institute of Technology in Zurich' 'Switzerland' 10.231468 76.40878 1 16 60 11 40 53 55 nan 60 64.99] [19 'New York University' 'USA' 41.309439 19.801928 14 37 31 16 41 25 33 nan 51 63.99] [20 'University of California, San Diego' 'USA' 37.367813 -120.421858 15 33 101 19 15 14 14 nan 22 63.12] [21 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 101 15 101 96 101 nan 24 59.98] [22 'University of California, San Francisco' 'USA' 37.367813 -120.421858 16 101 101 22 23 4 18 nan 63 59.38] [23 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 17 31 55 33 19 29 20 nan 30 58.94] [24 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929 18 65 101 20 33 66 34 nan 67 58.33] [25 'Duke University' 'USA' 36.000715 -78.941806 19 89 42 46 22 17 17 nan 24 57.72] [26 'University of Texas at Austin' 'USA' 30.28302 -97.782323 20 101 56 24 46 84 37 nan 20 57.71] [27 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 3 101 92 35 17 22 19 nan 48 56.75] [28 'Northwestern University' 'USA' 42.059592 -87.678695 21 101 21 101 27 26 24 nan 30 56.12] [29 'University of Toronto' 'Canada' 43.662026 -79.397364 1 91 81 34 2 13 12 nan 101 56.11] [30 'University College London' 'United Kingdom' 43.00814 -81.273361 4 24 101 49 12 16 21 nan 73 56.0] [31 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 22 101 101 41 7 8 5 nan 51 55.79] [32 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 23 35 27 101 3 18 8 nan 6 55.77] [33 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 18 101 23 101 85 101 nan 48 54.34] [34 'University of North Carolina at Chapel Hill' 'USA' 35.904627 -79.054489 24 101 101 60 30 27 26 nan 42 52.87] [35 'Osaka University' 'Japan' 34.691802 135.50506 3 77 91 44 55 56 72 nan 17 52.79] [36 'University of Paris-Sud' 'France' 48.861587 2.310672 1 26 101 26 73 101 101 nan 101 51.72] [37 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858 25 101 101 28 89 91 38 nan 101 51.67] [38 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 26 95 39 52 71 101 65 nan 36 51.59] [39 'University of Southern California' 'USA' 34.021388 -118.286358 27 101 99 56 56 52 36 nan 40 51.56] [40 'Seoul National University' 'South Korea' 37.45917 126.95194 1 101 13 101 48 101 76 nan 4 51.31] [41 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 28 82 84 38 75 68 54 nan 101 51.16] [42 'University of Utah' 'USA' 40.762955 -111.835699 29 101 101 42 93 61 85 nan 27 51.14] [43 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 30 101 101 48 43 58 45 nan 96 51.09] [44 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31 101 101 87 18 31 16 nan 67 50.98] [45 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 47 101 45 52 36 63 nan 101 50.98] [46 'University of Texas Southwestern Medical Center' 'USA' 34.592424 -98.463021 32 46 101 29 101 28 82 nan 101 50.79] [47 'McGill University' 'Canada' 45.506874 -73.578701 2 54 62 59 34 42 48 nan 101 50.77] [48 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 2 19 101 84 31 50 78 nan 81 50.58] [49 'Rockefeller University' 'USA' 40.761659 -73.956039 33 55 101 17 101 34 101 nan 101 50.43] [50 'Pennsylvania State University, University Park' 'USA' 40.80395 -77.85722 34 101 72 101 29 54 23 nan 67 49.84] [51 'Carnegie Mellon University' 'USA' -34.928125 138.601184 35 30 101 27 101 101 74 nan 101 49.56] [52 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 36 101 101 86 32 55 35 nan 60 49.41] [53 'University of California, Davis' 'USA' 38.537811 -121.757623 37 60 101 94 26 47 31 nan 90 49.16] [54 'Boston University' 'USA' 42.352261 -71.121401 38 101 69 88 54 37 41 nan 100 48.96] [55 'University of Florida' 'USA' 29.638801 -82.352647 39 101 101 98 35 92 42 nan 9 48.93] [56 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 52 101 30 101 78 101 nan 101 48.83] [57 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 84 101 54 83 101 101 nan 32 48.72] [58 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 101 101 95 25 39 39 nan 100 48.51] [59 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 40 79 101 53 49 77 40 nan 101 48.39] [60 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 101 101 47 64 38 62 nan 101 47.98] [61 'Vanderbilt University' 'USA' 36.143941 -86.80324 41 101 101 101 53 40 60 nan 40 47.8] [62 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 101 101 31 76 101 101 nan 101 47.75] [63 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 42 101 101 101 36 20 32 nan 101 47.72] [64 'École normale supérieure - Paris' 'France' 48.884064 2.309272 3 8 101 57 101 101 101 nan 101 47.7] [65 'University of California, Irvine' 'USA' 33.643856 -117.841612 43 101 101 39 69 67 61 nan 101 47.52] [66 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 50 101 36 101 101 101 nan 73 47.45] [67 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 1 62 101 92 67 49 67 nan 101 47.25] [68 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 101 101 63 42 43 51 nan 101 47.12] [69 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285 -79.95922 44 80 101 101 24 33 28 nan 44 47.08] [70 'Keio University' 'Japan' 35.38814 139.42745 4 101 6 101 101 101 101 nan 73 47.05] [71 'University of Virginia' 'USA' 37.969054 -78.461504 45 101 24 101 88 73 68 nan 63 46.92] [72 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 101 101 76 47 63 57 nan 101 46.85] [73 'Arizona State University' 'USA' 33.432901 -111.910884 46 101 101 73 101 101 89 nan 20 46.72] [74 'University of Zurich' 'Switzerland' 47.37478 8.54858 3 101 101 82 59 48 52 nan 101 46.54] [75 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 41 101 101 45 45 44 nan 101 46.53] [76 'University of Rochester' 'USA' 43.12923 -77.62806 47 63 80 101 101 86 66 nan 51 46.44] [77 'Brown University' 'USA' 41.826372 -71.401085 48 59 52 67 101 89 96 nan 101 46.43] [78 'University of Arizona' 'USA' 32.228613 -110.97637 49 101 101 90 60 57 49 nan 101 46.39] [79 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484 120.981999 2 73 101 55 82 59 100 nan 101 46.24] [80 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 50 101 101 50 72 101 88 nan 101 46.17] [81 'University of Oslo' 'Norway' 59.94025 10.7227 1 101 101 40 101 101 101 nan 101 46.1] [82 'Dartmouth College' 'USA' 43.704269 -72.289381 51 45 20 101 101 101 101 nan 78 46.04] [83 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland' 10.231468 76.40878 4 101 101 85 101 101 83 nan 54 45.73] [84 'Utrecht University' 'Netherlands' 52.09021 5.12233 1 101 101 101 39 44 47 nan 101 45.73] [85 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 52 101 48 101 50 72 59 nan 101 45.71] [86 'École Polytechnique' 'France' 33.545604 -7.663752 4 101 4 101 101 101 101 nan 101 45.38] [87 'National University of Singapore' 'Singapore' 1.293748 103.769631 1 101 101 101 44 101 50 nan 27 45.2] [88 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753 53 101 101 101 90 32 56 nan 101 45.12] [89 'Stony Brook University' 'USA' 40.911505 -73.119594 54 101 101 68 101 101 98 nan 90 45.01] [90 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14 101 51 101 101 101 nan 101 44.93] [91 'Nagoya University' 'Japan' 35.146669 136.965835 5 72 101 71 101 101 101 nan 58 44.78] [92 'University of Sydney' 'Australia' -33.88778 151.18722 1 101 101 101 61 101 101 nan 48 44.77] [93 'Emory University' 'USA' 33.794053 -84.327305 55 101 101 101 66 41 53 nan 81 44.53] [94 'Rice University' 'USA' 29.716981 -95.401406 56 51 101 97 101 101 64 nan 81 44.53] [95 'Tohoku University' 'Japan' 38.253095 140.873659 6 43 101 101 65 101 91 nan 26 44.52] [96 'Australian National University' 'Australia' -37.813528 144.971844 2 101 101 43 101 101 101 nan 101 44.5] [97 'University of Alberta' 'Canada' 53.523187 -113.525857 4 101 101 101 68 101 92 nan 81 44.5] [98 'University of Helsinki' 'Finland' 60.18959 24.83502 1 69 101 81 74 79 71 nan 101 44.39] [99 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 5 28 101 72 101 87 101 nan 101 44.36] [100 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 57 101 85 101 97 101 43 nan 32 44.26] [1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 1.0 2 100.0] [2 'Stanford University' 'USA' 41.513101 -81.607469 2 11 2 4 5 3 3 4.0 6 99.09] [3 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 3 11 2 15 2 2 2.0 1 98.69] [4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 2 10 5 10 9 12 13.0 48 97.64] [5 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 7 12 10 11 12 11 12.0 16 97.51] [6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 8 9 14 13 9 13.0 4 97.41] [7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 4 22 6 7 4 3 7.0 28 92.84] [8 'University of Chicago' 'USA' 41.78976 -87.59977 6 10 14 8 17 19 10 18.0 149 92.03] [9 'Princeton University' 'USA' 40.339911 -74.657391 7 5 16 3 70 25 19 41.0 204 88.56] [10 'Yale University' 'USA' 41.314614 -72.926488 8 9 25 11 18 7 32 19.0 45 88.11] [11 'Cornell University' 'USA' 42.452314 -76.475568 9 12 18 19 23 15 23 23.0 12 85.8] [12 'California Institute of Technology' 'USA' 34.137827 -118.125371 10 6 303 7 48 6 16 24.0 9 85.5] [13 'University of Tokyo' 'Japan' 35.71339 139.76232 1 17 3 33 12 16 28 26.0 14 80.64] [14 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 21 4 26 8 17 13 10.0 28 79.3] [15 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12 27 27 12 6 14 7 6.0 10 78.35] [16 'Kyoto University' 'Japan' 35.032404 135.721065 2 30 23 15 27 41 61 51.0 18 73.21] [17 'New York University' 'USA' 41.309439 19.801928 13 33 21 17 49 29 32 31.0 48 72.29] [18 'Swiss Federal Institute of Technology in Zurich' 'Switzerland' 10.231468 76.40878 1 16 105 13 42 28 45 86.0 84 72.18] [19 'Johns Hopkins University' 'USA' 44.49477 11.355897 14 24 75 18 4 10 6 3.0 3 71.17] [20 'University of California, San Diego' 'USA' 37.367813 -120.421858 15 32 478 20 16 5 19 16.0 13 68.36] [21 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 16 29 19 131 3 20 5 10.0 19 68.27] [22 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 255 16 114 94 493 151.0 40 66.76] [23 'Northwestern University' 'USA' 42.059592 -87.678695 17 151 13 105 28 32 25 27.0 61 66.18] [24 'Seoul National University' 'South Korea' 37.45917 126.95194 1 355 9 210 38 165 87 107.0 5 66.06] [25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 31 28 34 21 24 23 28.0 28 65.77] [26 'Duke University' 'USA' 36.000715 -78.941806 19 65 30 49 22 23 13 15.0 42 63.56] [27 'University of California, San Francisco' 'USA' 37.367813 -120.421858 20 355 478 23 24 8 17 9.0 57 63.36] [28 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929 21 34 80 21 36 45 38 68.0 64 62.89] [29 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 92 39 24 51 54 26 74.0 45 62.57] [30 'University College London' 'United Kingdom' 43.00814 -81.273361 3 20 406 52 13 22 18 21.0 121 61.05] [31 'University of Toronto' 'Canada' 43.662026 -79.397364 1 71 45 35 2 18 13 8.0 149 60.87] [32 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 23 89 107 46 9 11 8 5.0 54 60.28] [33 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 24 91 33 31 52 47 38 51.0 54 60.0] [34 'Keio University' 'Japan' 35.38814 139.42745 3 271 5 210 299 243 310 266.0 159 59.84] [35 'École normale supérieure - Paris' 'France' 48.884064 2.309272 1 8 478 59 362 156 493 311.0 737 59.72] [36 'École Polytechnique' 'France' 33.545604 -7.663752 2 150 6 208 323 282 250 295.0 181 59.54] [37 'Rockefeller University' 'USA' 40.761659 -73.956039 25 72 478 14 347 26 107 62.0 227 59.49] [38 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 18 478 22 233 63 250 137.0 51 59.17] [39 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 4 121 98 38 20 27 31 17.0 34 58.85] [40 'Waseda University' 'Japan' 35.70863 139.71958 4 355 7 210 391 384 283 380.0 204 58.69] [41 'University of Virginia' 'USA' 37.969054 -78.461504 26 194 17 117 93 71 55 89.0 94 58.6] [42 'McGill University' 'Canada' 45.506874 -73.578701 2 45 32 60 35 59 34 32.0 204 58.39] [43 'Osaka University' 'Japan' 34.691802 135.50506 5 69 36 48 43 55 114 56.0 34 58.35] [44 'Dartmouth College' 'USA' 43.704269 -72.289381 27 46 15 210 246 164 125 132.0 74 58.0] [45 'University of North Carolina at Chapel Hill' 'USA' 35.904627 -79.054489 28 179 86 61 32 37 22 22.0 38 57.51] [46 'Pennsylvania State University, University Park' 'USA' 40.80395 -77.85722 29 226 42 65 33 36 26 33.0 100 57.19] [47 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 30 93 65 81 30 52 30 37.0 38 57.01] [48 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14 210 50 264 247 310 361.0 737 56.42] [49 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31 61 159 83 19 38 29 29.0 68 56.13] [50 'University of Paris-Sud' 'France' 48.861587 2.310672 3 26 410 25 69 89 114 102.0 338 56.06] [51 'University of Southern California' 'USA' 34.021388 -118.286358 32 148 74 43 59 64 61 54.0 33 55.7] [52 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 33 81 52 54 72 87 73 121.0 20 55.67] [53 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285 -79.95922 34 76 195 210 25 58 21 24.0 64 55.67] [54 'Carnegie Mellon University' 'USA' -34.928125 138.601184 35 25 219 27 207 234 52 144.0 170 55.3] [55 'Peking University' 'China' 51.715553 -1.292015 1 355 35 210 65 155 250 155.0 7 55.3] [56 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 42 131 36 54 42 55 46.0 307 55.2] [57 'University of California, Davis' 'USA' 38.537811 -121.757623 36 47 192 90 29 31 38 50.0 68 55.18] [58 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 37 96 145 112 39 21 34 19.0 181 54.93] [59 'University of Florida' 'USA' 29.638801 -82.352647 38 212 299 95 34 70 52 63.0 8 54.76] [60 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858 39 124 252 28 105 53 48 56.0 68 54.76] [61 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 85 298 92 26 34 36 41.0 78 54.75] [62 'University of Utah' 'USA' 40.762955 -111.835699 40 88 91 45 99 62 114 94.0 22 54.67] [63 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 41 75 56 41 97 35 75 77.0 128 54.5] [64 'University of Notre Dame' 'USA' 51.508262 -0.130417 42 197 20 150 241 230 159 238.0 307 54.25] [65 'National Taiwan University' 'Taiwan' 14.604211 120.99427 1 113 24 210 46 216 283 215.0 637 54.19] [66 'University of Texas Southwestern Medical Center' 'USA' 34.592424 -98.463021 43 50 478 29 127 30 81 34.0 181 54.07] [67 'Boston University' 'USA' 42.352261 -71.121401 44 291 47 84 60 46 43 37.0 227 53.96] [68 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 36 431 86 31 39 99 66.0 100 53.91] [69 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 98 73 74 41 68 43 59.0 94 53.9] [70 'University of Arizona' 'USA' 32.228613 -110.97637 45 99 62 87 67 33 37 46.0 307 53.77] [71 'Vanderbilt University' 'USA' 36.143941 -86.80324 46 108 90 113 58 57 52 40.0 51 53.69] [72 'Tohoku University' 'Japan' 38.253095 140.873659 6 40 241 210 56 112 107 112.0 21 53.65] [73 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 126 478 37 55 61 38 36.0 737 53.64] [74 'National University of Singapore' 'Singapore' 1.293748 103.769631 1 355 99 210 37 136 114 102.0 23 53.52] [75 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 48 151 30 121 75 99 79.0 194 53.5] [76 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 47 63 198 51 57 49 38 73.0 338 53.46] [77 'University of Rochester' 'USA' 43.12923 -77.62806 48 60 50 116 112 104 69 70.0 76 53.06] [78 'Emory University' 'USA' 33.794053 -84.327305 49 355 97 210 66 65 73 37.0 45 53.01] [79 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 111 143 63 44 44 61 34.0 481 52.94] [80 'University of California, Irvine' 'USA' 33.643856 -117.841612 50 217 478 42 76 48 48 51.0 138 52.93] [81 'Brown University' 'USA' 41.826372 -71.401085 51 56 46 67 123 66 55 97.0 170 52.92] [82 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 1 43 156 91 64 56 69 48.0 181 52.75] [83 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 52 123 77 210 104 154 79 101.0 24 52.74] [84 'Tufts University' 'USA' 42.406182 -71.116858 53 68 43 178 164 148 79 81.0 84 52.71] [85 'University of Zurich' 'Switzerland' 47.37478 8.54858 3 110 404 82 47 43 55 56.0 94 52.69] [86 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 74 122 56 95 116 176 151.0 28 52.63] [87 'Tsinghua University' 'China' 22.614462 113.858464 2 294 63 210 79 192 134 162.0 16 52.6] [88 'Utrecht University' 'Netherlands' 52.09021 5.12233 1 102 181 101 40 51 55 49.0 338 52.42] [89 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484 120.981999 2 57 426 58 68 67 61 54.0 159 52.4] [90 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 28 173 114 84 132 87 77.0 181 52.31] [91 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 66 178 32 78 162 250 145.0 373 52.12] [92 'Kyushu University' 'Japan' 32.42944 130.99099 7 355 41 210 135 170 283 207.0 27 51.96] [93 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland' 10.231468 76.40878 4 355 130 80 126 121 48 124.0 41 51.8] [94 'Katholieke Universiteit Leuven' 'Belgium' 50.87672 4.70921 1 355 225 210 53 111 75 59.0 64 51.72] [95 'University of Sydney' 'Australia' -33.88778 151.18722 1 127 158 162 50 117 61 94.0 100 51.58] [96 'Tokyo Institute of Technology' 'Japan' 35.60574 139.68339 8 208 48 119 150 157 87 180.0 44 51.53] [97 'University of Melbourne' 'Australia' -37.797304 144.965152 2 136 101 210 45 74 87 81.0 194 51.43] [98 'University of Bonn' 'Germany' 30.22792 120.03306 3 23 275 70 156 125 187 145.0 227 51.37] [99 'Technical University of Munich' 'Germany' 1.307854 103.77768 4 38 138 173 106 92 187 97.0 100 51.34] [100 'Royal Institute of Technology' 'Sweden' 59.201676 17.62032 2 185 26 106 223 312 310 326.0 637 51.34] [101 'Erasmus University Rotterdam' 'Netherlands' 51.922841 4.487549 2 355 66 184 88 142 75 45.0 227 51.29] [102 'Case Western Reserve University' 'USA' 41.5045 -81.59707 54 44 208 189 134 97 60 70.0 100 51.27] [103 'University of Alberta' 'Canada' 53.523187 -113.525857 4 163 144 148 61 105 81 99.0 84 51.23] [104 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753 55 355 478 136 92 76 61 30.0 78 51.19] [105 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 56 328 94 53 73 90 87 137.0 280 51.18] [106 'Arizona State University' 'USA' 33.432901 -111.910884 57 355 478 72 141 79 69 145.0 34 51.14] [107 'Yonsei University' 'South Korea' 37.565 126.93833 2 355 61 210 143 330 250 251.0 15 50.95] [108 'Rice University' 'USA' 29.716981 -95.401406 58 54 313 94 252 144 45 121.0 61 50.94] [109 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 41 221 39 180 226 187 207.0 100 50.89] [110 'University of Helsinki' 'Finland' 60.18959 24.83502 1 53 478 77 80 88 99 74.0 481 50.76] [111 'University of Oslo' 'Norway' 59.94025 10.7227 1 139 266 44 108 126 130 100.0 373 50.7] [112 'Michigan State University' 'USA' 42.728064 -84.475493 59 112 214 210 85 115 45 106.0 128 50.69] [113 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 60 211 38 175 166 769 176 195.0 204 50.53] [114 'University of the Witwatersrand' 'South Africa' -26.186076 28.030509 1 79 29 169 456 241 310 472.0 259 50.4] [115 'University of Queensland' 'Australia' -27.493732 153.016683 3 265 295 134 75 96 125 102.0 78 50.37] [116 'Lund University' 'Sweden' 55.703957 13.190201 3 132 478 165 81 133 48 70.0 737 50.34] [117 'Leiden University' 'Netherlands' 52.1575 4.4819 3 107 478 78 82 91 114 66.0 227 50.29] [118 'Georgetown University' 'USA' 38.908166 -77.074449 61 146 37 210 295 323 310 211.0 159 50.28] [119 'Aarhus University' 'Denmark' 56.192966 10.167545 2 292 188 107 90 78 81 90.0 194 50.17] [120 'University of Barcelona' 'Spain' 30.22792 120.03306 1 355 207 210 63 107 81 88.0 259 50.17] [121 'Baylor College of Medicine' 'USA' 29.710514 -95.395596 62 355 478 210 111 40 107 41.0 194 50.12] [122 'University of Amsterdam' 'Netherlands' 42.940648 -74.196108 4 182 438 204 74 86 87 68.0 338 49.97] [123 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 8 177 242 76 87 69 99 110.0 338 49.97] [124 'Uppsala University' 'Sweden' 59.85519 17.63149 4 62 336 111 94 77 99 102.0 737 49.96] [125 'University of Iowa' 'USA' 41.630912 -91.541095 63 223 184 163 103 81 87 110.0 115 49.95] [126 'Stony Brook University' 'USA' 40.911505 -73.119594 64 170 478 68 161 73 69 118.0 100 49.92] [127 'University of Groningen' 'Netherlands' 53.22397 6.57197 5 293 265 190 71 103 107 79.0 338 49.89] [128 'Korea Advanced Institute of Science and Technology (KAIST)' 'South Korea' 38.992518 -76.938904 3 355 85 210 186 262 363 306.0 11 49.88] [129 'Radboud University Nijmegen' 'Netherlands' 51.821738 5.868831 6 118 155 210 91 120 114 81.0 552 49.85] [130 'Korea University' 'South Korea' 37.586617 127.026145 4 355 58 210 182 428 220 293.0 34 49.84] [131 'University of São Paulo' 'Brazil' -22.69776 -45.11842 1 302 70 210 62 182 114 162.0 737 49.82] [132 'Nagoya University' 'Japan' 35.146669 136.965835 9 67 356 69 119 141 134 192.0 68 49.82] [133 'University of Colorado Denver' 'USA' 39.718527 -104.89367 65 355 478 131 140 118 150 61.0 78 49.79] [134 'University of Montreal' 'Canada' 30.22792 120.03306 5 309 460 210 77 110 87 64.0 426 49.79] [135 'Albert Ludwig University of Freiburg' 'Germany' 14.615484 120.981999 5 137 113 187 155 106 159 137.0 64 49.78] [136 'Ghent University' 'Belgium' 51.013406 3.709384 2 115 282 139 89 158 81 129.0 121 49.73] [137 'University of Glasgow' 'United Kingdom' 1.307689 103.778035 9 219 112 210 118 131 87 92.0 280 49.64] [138 'University of Miami' 'USA' 25.720883 -80.278566 66 355 152 210 159 128 87 114.0 78 49.62] [139 'Université libre de Bruxelles' 'Belgium' 50.813117 4.264558 3 165 167 57 221 196 81 158.0 115 49.6] [140 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 5 117 478 73 107 60 159 107.0 426 49.53] [141 'McMaster University' 'Canada' 43.263046 -79.918736 6 210 271 159 128 159 87 81.0 159 49.51] [142 'University of Birmingham' 'United Kingdom' 52.478557 -1.907648 10 58 119 198 116 160 150 135.0 204 49.48] [143 'University of Texas at Dallas' 'USA' 32.98608 -96.750417 67 355 244 210 219 100 61 44.0 307 49.47] [144 'VU University Amsterdam' 'Netherlands' 52.334953 4.859693 7 355 398 210 83 123 87 86.0 737 49.47] [145 'Wake Forest University' 'USA' 36.131466 -80.27496 68 242 59 210 251 236 150 126.0 128 49.46] [146 'University of Southampton' 'United Kingdom' 1.429892 103.612205 11 315 81 210 115 129 107 129.0 259 49.42] [147 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 12 128 148 85 113 174 150 135.0 159 49.41] [148 'Nanyang Technological University' 'Singapore' 1.347907 103.681355 2 355 478 210 110 387 220 251.0 26 49.35] [149 'University of New South Wales' 'Australia' 43.13693 -70.931974 4 172 114 210 100 194 99 164.0 138 49.29] [150 'Osaka City University' 'Japan' 38.65588 -90.30928 10 19 320 210 460 520 283 437.0 373 49.25] [151 'University of Leeds' 'United Kingdom' 53.809664 -1.554655 13 84 93 210 132 134 134 151.0 280 49.23] [152 'Western University (The University of Western Ontario)' 'Canada' -33.933766 18.626773 7 355 49 210 154 198 250 176.0 426 49.18] [153 'Kobe University' 'Japan' 34.681037 135.269625 11 22 362 96 349 259 283 318.0 307 49.18] [154 'University of Basel' 'Switzerland' 47.561265 7.575296 5 77 222 66 168 113 134 141.0 426 49.17] [155 'University of Hong Kong' 'Hong Kong' 22.283263 114.136745 1 272 116 210 98 195 176 118.0 481 49.1] [156 'Indiana University-Purdue University Indianapolis' 'USA' 39.770318 -86.177058 69 355 424 210 195 351 134 121.0 57 49.08] [157 'Humboldt University of Berlin' 'Germany' 52.49388 13.446724 6 275 478 110 117 84 159 81.0 373 49.03] [158 'Free University of Berlin' 'Germany' 41.72849 44.717399 7 94 478 119 122 82 250 90.0 481 49.02] [159 'University of Tübingen' 'Germany' 48.52647 9.051284 8 64 478 102 158 143 159 117.0 227 48.99] [160 'Australian National University' 'Australia' -37.813528 144.971844 5 186 377 47 137 95 187 196.0 426 48.96] [161 'Goethe University Frankfurt' 'Germany' 50.11944 8.65139 9 105 291 62 175 151 200 124.0 280 48.93] [162 'University of Houston' 'USA' 29.722198 -95.347317 70 355 40 210 315 291 493 355.0 89 48.91] [163 'University of California, Santa Cruz' 'USA' -17.33367 -61.958507 71 160 478 99 239 50 114 107.0 227 48.89] [164 'University of Alabama at Birmingham' 'USA' 33.499076 -86.806853 72 355 478 210 139 114 134 74.0 194 48.88] [165 'Icahn School of Medicine at Mount Sinai' 'USA' 40.769546 -73.910403 73 355 478 210 169 80 176 64.0 159 48.85] [166 'University of Calgary' 'Canada' 51.077157 -114.12563 8 355 89 210 147 171 114 132.0 737 48.84] [167 'Mines ParisTech' 'France' 48.845357 2.339294 6 249 31 165 980 825 609 917.0 737 48.81] [168 'University of Gothenburg' 'Sweden' 32.637259 74.159491 5 248 321 71 177 186 107 112.0 737 48.79] [169 'University of Göttingen' 'Germany' 30.22792 120.03306 10 39 174 172 172 152 310 196.0 373 48.77] [170 'Monash University' 'Australia' 41.513101 -81.607469 6 277 134 210 96 146 250 173.0 159 48.71] [171 'Southern Methodist University' 'USA' 32.84326 -96.780875 74 157 34 210 632 677 406 628.0 737 48.69] [172 'Yeshiva University' 'USA' 34.055566 -118.387856 75 174 478 210 188 85 159 94.0 138 48.67] [173 'University of South Florida - Tampa' 'USA' 28.061791 -82.413833 76 355 284 210 242 263 159 164.0 51 48.65] [174 'Hanyang University' 'South Korea' 37.539619 127.009676 5 355 69 210 292 481 406 415.0 28 48.63] [175 'Oregon Health & Science University' 'USA' 43.854178 -120.526709 77 355 478 119 191 124 107 92.0 227 48.61] [176 'University of Strasbourg' 'France' 48.5803 7.7644 7 59 478 55 190 135 250 224.0 204 48.61] [177 'University of Cincinnati' 'USA' 39.132366 -84.516073 78 305 132 210 145 166 159 129.0 204 48.6] [178 'University of Sheffield' 'United Kingdom' 53.380637 -1.487469 14 131 257 190 124 127 114 145.0 227 48.55] [179 'University of Hamburg' 'Germany' 32.637259 74.159491 11 304 146 126 152 138 134 132.0 637 48.54] [180 'George Washington University' 'USA' 38.917809 -77.090426 79 176 53 210 312 229 187 203.0 307 48.48] [181 'University of Milan' 'Italy' 45.447319 9.118788 2 162 467 178 109 183 200 114.0 481 48.48] [182 'Iowa State University' 'USA' 42.040156 -93.668969 80 273 190 109 142 173 75 176.0 338 48.47] [183 'University of Maryland, Baltimore' 'USA' 39.22622 -77.06942 81 355 478 210 125 102 134 114.0 280 48.4] [184 'University of Padua' 'Italy' 45.41667 11.86667 3 278 478 210 101 99 176 126.0 737 48.4] [185 'University of New Mexico' 'USA' 35.065386 -106.633171 82 355 478 210 227 168 61 137.0 149 48.36] [186 'Pohang University of Science and Technology' 'South Korea' 38.992518 -76.938904 6 355 478 210 279 346 220 295.0 25 48.35] [187 'Stockholm University' 'Sweden' 59.275254 18.035164 6 184 106 183 202 93 99 185.0 637 48.27] [188 'Hokkaido University' 'Japan' 43.0636 141.34289 12 260 378 126 138 172 283 251.0 61 48.18] [189 'Fudan University' 'China' 31.30077 121.5033 3 355 126 210 120 264 310 230.0 100 48.14] [190 'University of Sussex' 'United Kingdom' 50.866819 -0.085999 15 138 218 40 368 261 176 306.0 481 48.12] [191 'Université catholique de Louvain' 'Belgium' 50.40801 4.44833 4 355 269 103 179 286 134 160.0 181 48.08] [192 'Wayne State University' 'USA' 42.356505 -83.067468 83 355 186 210 187 258 125 155.0 181 48.07] [193 'University of Massachusetts Medical School' 'USA' 42.278246 -71.762146 84 355 478 136 288 72 187 118.0 170 48.06] [194 'University of Lausanne' 'Switzerland' 30.22792 120.03306 6 95 338 210 237 108 134 128.0 637 48.05] [195 'Shanghai Jiao Tong University' 'China' nan nan 4 325 149 210 102 250 250 234.0 138 48.02] [196 'University of Missouri–Columbia' 'USA' 30.22792 120.03306 85 243 96 97 220 213 220 234.0 149 48.02] [197 'Technical University of Denmark' 'Denmark' 55.692544 12.102973 3 339 478 195 240 257 200 238.0 48 47.98] [198 'Complutense University of Madrid' 'Spain' 40.44904 -3.72703 2 86 55 206 213 309 406 339.0 204 47.97] [199 'University of Cologne' 'Germany' 30.22792 120.03306 12 355 109 194 215 150 187 161.0 426 47.97] [200 'Trinity College, Dublin' 'Ireland' 53.344416 -6.258956 1 319 68 193 301 249 150 201.0 227 47.96] [201 'University of Bern' 'Switzerland' 46.952296 7.435046 7 166 478 205 167 119 99 155.0 426 47.93] [202 'Chinese University of Hong Kong' 'Hong Kong' 22.413656 114.209941 2 90 478 88 171 386 159 203.0 204 47.83] [203 'University of Kansas' 'USA' 38.954429 -95.255129 86 216 83 210 209 161 159 234.0 194 47.82] [204 'Sungkyunkwan University' 'South Korea' 28.077051 -82.43741 7 355 191 210 206 331 187 295.0 54 47.79] [205 'University of Vienna' 'Austria' 48.194994 16.38369 1 200 160 100 225 147 150 192.0 737 47.78] [206 'Zhejiang University' 'China' 30.22792 120.03306 5 355 293 210 86 318 493 290.0 94 47.76] [207 'University of Georgia' 'USA' 33.94368 -83.373884 87 104 193 169 176 122 187 247.0 128 47.75] [208 'University of Massachusetts Amherst' 'USA' 42.38898 -72.5287 88 199 118 154 194 190 159 201.0 373 47.74] [209 'Cardiff University' 'United Kingdom' 51.491345 -3.184697 16 306 183 135 183 153 310 189.0 170 47.74] [210 'University of Münster' 'Germany' 41.54692 -87.50387 13 114 456 171 173 197 114 180.0 338 47.73] [211 'University of Liverpool' 'United Kingdom' 53.404594 -2.965433 17 159 248 200 149 163 134 189.0 373 47.69] [212 'University of Ottawa' 'Canada' 45.420747 -75.682283 9 355 287 210 185 191 159 141.0 481 47.69] [213 'University of Erlangen-Nuremberg' 'Germany' 49.58181 10.916945 14 222 478 210 170 208 134 145.0 307 47.69] [214 'Queen Mary University of London' 'United Kingdom' 51.523222 -0.039217 18 133 348 210 231 181 220 141.0 227 47.67] [215 'Karlsruhe Institute of Technology' 'Germany' 49.00944 8.41167 15 343 170 122 193 271 150 249.0 109 47.67] [216 'Louisiana State University - Baton Rouge' 'USA' 30.413026 -91.176158 89 256 179 210 162 179 159 176.0 481 47.67] [217 'Nanjing University' 'China' 32.11315 118.95816 6 331 447 210 148 371 363 288.0 57 47.67] [218 'University of Illinois at Chicago' 'USA' 41.870924 -87.649875 90 355 416 210 131 189 220 185.0 170 47.63] [219 'University of Bologna' 'Italy' 44.49653 11.35308 4 342 319 210 130 283 187 169.0 552 47.59] [220 'University of Manitoba' 'Canada' 49.815622 -97.118363 10 149 84 150 257 297 220 249.0 227 47.56] [221 'Joseph Fourier University' 'France' 48.860046 2.393883 8 181 478 210 136 101 220 207.0 159 47.54] [222 'University of California, Riverside' 'USA' 37.367813 -120.421858 91 228 478 210 199 98 134 169.0 259 47.53] [223 "Julius-Maximilian's University of Würzburg" 'Germany' 14.615484 120.981999 16 100 407 164 216 178 200 173.0 481 47.5] [224 'Aix-Marseille University' 'France' 43.639015 5.109741 9 220 472 210 129 83 176 215.0 227 47.48] [225 'University of Western Australia' 'Australia' 45.542848 -122.524029 7 145 397 140 165 214 283 176.0 373 47.47] [226 'Laval University' 'Canada' 56.550789 -76.550658 11 285 296 210 212 270 220 200.0 109 47.47] [227 'University of Tennessee, Knoxville' 'USA' 35.949529 -83.933899 92 300 117 210 192 177 134 224.0 481 47.45] [228 'North Carolina State University' 'USA' 35.768159 -78.666167 93 245 194 210 151 202 159 238.0 181 47.43] [229 'Newcastle University' 'United Kingdom' 54.981093 -1.616895 19 355 250 210 200 149 200 164.0 481 47.42] [230 'Claude Bernard University Lyon 1' 'France' 45.750932 4.836714 10 355 478 210 133 130 220 196.0 204 47.42] [231 'University of Turin' 'Italy' 45.174173 7.490482 5 311 471 159 214 272 220 151.0 552 47.4] [232 'University of Kiel' 'Germany' 43.91697 -88.02667 17 180 396 192 236 185 220 158.0 280 47.39] [233 'University of Connecticut' 'USA' 41.811602 -72.258892 94 282 402 210 160 187 200 185.0 204 47.35] [234 'Tulane University' 'USA' 8.989319 38.785946 95 298 92 210 363 298 283 215.0 194 47.34] [235 'University of Oklahoma - Norman Campus' 'USA' 35.198026 -97.443389 96 355 124 210 238 223 176 203.0 307 47.33] [236 'Brandeis University' 'USA' 42.364996 -71.259784 97 49 311 79 527 169 493 322.0 128 47.31] [237 'Dresden University of Technology' 'Germany' 30.22792 120.03306 18 355 478 210 218 227 176 211.0 109 47.26] [238 'RWTH Aachen University' 'Germany' 50.77366 6.07532 19 346 286 122 197 364 187 230.0 138 47.26] [239 'University of Texas Health Science Center at San Antonio' 'USA' 38.948739 -76.746438 98 355 478 210 314 224 130 145.0 373 47.26] [240 'Virginia Commonwealth University' 'USA' 37.547418 -77.450989 99 355 428 145 263 233 200 189.0 149 47.26] [241 'University of Montpellier 2' 'France' 30.22792 120.03306 11 355 358 165 174 137 200 196.0 280 47.25] [242 'Dalian University of Technology' 'China' 30.22792 120.03306 7 355 67 210 326 666 406 472.0 74 47.22] [243 'Rensselaer Polytechnic Institute' 'USA' 42.730302 -73.678772 100 120 121 210 375 344 159 272.0 138 47.2] [244 'Paul Sabatier University - Toulouse III' 'France' 43.594499 1.44986 12 355 478 210 153 109 250 192.0 426 47.19] [245 'Paris Descartes University' 'France' 48.841903 2.268394 13 202 478 210 189 139 363 173.0 426 47.18] [246 'National Cheng Kung University' 'Taiwan' nan nan 2 355 60 210 157 545 800 395.0 307 47.16] [247 'University of Delaware' 'USA' 39.681033 -75.754018 101 297 386 126 265 305 250 277.0 76 47.16] [248 'Vrije Universiteit Brussel' 'Belgium' 52.333618 4.865276 5 73 478 210 271 276 130 220.0 552 47.14] [249 'Johannes Gutenberg University of Mainz' 'Germany' 47.493114 19.069907 20 355 478 188 204 167 250 164.0 637 47.14] [250 'Maastricht University' 'Netherlands' 50.837347 4.406164 8 355 478 210 208 376 283 164.0 307 47.11] [251 'University of Düsseldorf' 'Germany' 32.637259 74.159491 21 168 478 210 298 207 159 169.0 637 47.05] [252 'University of Dundee' 'United Kingdom' 56.458157 -2.98256 20 164 478 210 354 200 134 184.0 227 47.04] [253 'University of Tsukuba' 'Japan' 36.111206 140.105518 13 183 478 108 226 239 176 220.0 259 47.0] [254 'Autonomous University of Barcelona' 'Spain' 20.96972 -89.62306 3 355 478 210 146 218 250 224.0 204 46.99] [255 'Florida State University' 'USA' 30.441954 -84.298637 102 355 288 210 201 180 134 220.0 338 46.98] [256 'University of Texas at San Antonio' 'USA' 29.57717 -98.6228 103 355 478 210 410 334 125 180.0 227 46.95] [257 'London School of Hygiene & Tropical Medicine' 'United Kingdom' 51.509648 -0.099076 21 355 478 154 302 306 250 169.0 737 46.93] [258 'Lehigh University' 'USA' 40.606803 -75.378249 104 355 44 210 594 512 609 523.0 481 46.91] [259 'University of Kentucky' 'USA' 38.215336 -85.75757 105 317 270 210 184 219 250 220.0 338 46.9] [260 'Thomas Jefferson University' 'USA' 39.949146 -75.156483 106 134 478 210 331 302 200 180.0 373 46.89] [261 'Drexel University' 'USA' 39.956313 -75.187901 107 355 262 210 366 322 220 266.0 89 46.89] [262 'Colorado State University - Fort Collins' 'USA' 40.567877 -105.084274 108 203 478 143 234 201 250 211.0 259 46.88] [263 'University of Leicester' 'United Kingdom' 52.62476 -1.127228 22 355 478 210 254 140 220 185.0 373 46.87] [264 'Durham University' 'United Kingdom' 35.9586 -78.9638 23 122 237 210 250 203 250 230.0 373 46.87] [265 'Oregon State University' 'USA' 44.560982 -123.28967 109 175 268 210 247 145 176 238.0 338 46.82] [266 'University of Florence' 'Italy' 43.77777 11.25951 6 316 304 93 211 256 200 261.0 637 46.8] [267 'University of Cape Town' 'South Africa' -33.960104 18.462358 2 97 169 142 333 244 220 274.0 552 46.78] [268 'University at Buffalo, The State University of New York' 'USA' 42.951647 -78.818912 110 355 418 210 203 285 200 230.0 204 46.78] [269 'University College Dublin' 'Ireland' 43.662532 -79.39549 2 227 182 210 276 280 150 251.0 307 46.77] [270 'University of Science and Technology of China' 'China' 31.8204 117.27665 8 355 238 210 144 275 363 266.0 481 46.75] [271 'Virginia Polytechnic Institute and State University' 'USA' 38.978912 -76.491101 111 270 185 210 196 267 200 281.0 227 46.72] [272 'University of Naples Federico II' 'Italy' nan nan 7 324 475 210 163 333 200 238.0 737 46.67] [273 'University of Auckland' 'New Zealand' -36.884352 174.767868 1 230 455 210 266 235 283 251.0 138 46.65] [274 'University of Texas Health Science Center at Houston' 'USA' 38.948739 -76.746438 112 355 478 150 267 175 220 215.0 373 46.64] [275 'Delft University of Technology' 'Netherlands' 30.22792 120.03306 9 289 374 210 222 212 250 245.0 227 46.63] [276 'University of Aberdeen' 'United Kingdom' 57.164941 -2.102504 24 347 223 210 282 217 250 224.0 481 46.63] [277 "Queen's University" 'Canada' 35.188439 -80.832823 12 301 172 210 253 273 220 281.0 204 46.59] [278 'University of Lisbon' 'Portugal' 38.71788 -9.14959 1 327 478 147 178 321 220 256.0 426 46.59] [279 'Hiroshima University' 'Japan' 34.40026 132.72795 14 355 478 210 294 274 283 266.0 109 46.59] [280 'University of Waterloo' 'Canada' 43.47329 -80.541209 13 355 125 210 205 352 283 306.0 637 46.58] [281 'Okayama University' 'Japan' 34.68565 133.91858 15 355 226 210 332 335 250 322.0 94 46.57] [282 'University of Ulm' 'Germany' 48.424428 9.961406 22 355 478 122 285 232 310 207.0 737 46.57] [283 'Chulalongkorn University' 'Thailand' 14.523148 101.022865 1 355 51 210 580 752 406 585.0 737 46.55] [284 'Dalhousie University' 'Canada' 44.63667 -63.59073 14 355 153 210 289 251 250 272.0 338 46.52] [285 'Saint Petersburg State University' 'Russia' 59.821127 30.388194 2 37 129 210 619 620 609 756.0 737 46.49] [286 'Norwegian University of Science and Technology' 'Norway' 38.992518 -76.938904 2 231 163 210 274 350 220 277.0 373 46.49] [287 'University of Reading' 'United Kingdom' 51.44081 -0.94429 25 241 78 210 393 319 220 355.0 481 46.49] [288 'Wageningen University and Research Centre' 'Netherlands' 39.051358 -77.437316 10 267 478 141 217 176 363 256.0 552 46.48] [289 'Umeå University' 'Sweden' 63.81719 20.287235 7 355 478 210 277 199 220 215.0 737 46.44] [290 'University of Porto' 'Portugal' 30.22792 120.03306 2 83 427 89 269 394 250 349.0 426 46.42] [291 'Hong Kong University of Science and Technology' 'Hong Kong' 38.992518 -76.938904 3 355 279 210 256 469 363 295.0 128 46.42] [292 'Sun Yat-sen University' 'China' 10.692986 122.571164 9 355 328 210 198 424 310 313.0 138 46.42] [293 'Medical College of Wisconsin' 'USA' 43.04385 -88.022335 113 355 478 210 338 279 220 203.0 737 46.42] [294 'City College of New York' 'USA' 40.82011 -73.94928 114 35 236 210 677 444 406 569.0 373 46.41] [295 'Hannover Medical School' 'Germany' 52.363778 9.73414 23 355 478 210 324 252 363 211.0 280 46.41] [296 'Washington State University, Pullman' 'USA' 46.727016 -117.130942 115 355 267 122 293 221 310 295.0 170 46.4] [297 'Technical University of Berlin' 'Germany' -4.038015 39.669401 24 80 276 210 353 432 406 372.0 115 46.39] [298 'University of South Carolina - Columbia' 'USA' 33.992943 -81.026231 116 355 440 182 262 353 130 266.0 737 46.37] [299 'Leipzig University' 'Germany' 51.337371 12.37826 25 308 478 201 287 268 800 224.0 307 46.36] [300 'University of Stuttgart' 'Germany' 48.78186 9.17189 26 78 175 210 379 367 363 346.0 280 46.34] [301 'University of Valencia' 'Spain' 34.728848 -106.704972 4 355 464 210 210 342 220 261.0 552 46.34] [302 'Linköping University' 'Sweden' 58.414234 15.610192 8 355 177 210 290 345 310 274.0 737 46.32] [303 'University of Duisburg-Essen' 'Germany' 32.637259 74.159491 27 355 453 210 284 288 406 234.0 426 46.31] [304 'Ruhr University Bochum' 'Germany' 51.44389 7.26167 28 355 283 210 235 222 406 265.0 637 46.31] [305 'University of Bergen' 'Norway' 60.38761 5.3215 3 355 478 210 249 206 283 245.0 737 46.31] [306 'London School of Economics' 'United Kingdom' 51.509648 -0.099076 26 70 139 75 520 742 310 596.0 737 46.3] [307 'Wesleyan University' 'USA' 41.555412 -72.658423 117 130 54 210 986 538 609 832.0 737 46.3] [308 'University of Pisa' 'Italy' 43.41667 10.71667 8 268 465 210 229 368 200 266.0 426 46.3] [309 'Autonomous University of Madrid' 'Spain' 20.96972 -89.62306 5 355 449 210 228 245 310 261.0 426 46.29] [310 'Medical University of Vienna' 'Austria' 34.747772 -92.320449 2 355 478 210 275 242 283 238.0 426 46.29] [311 'Stellenbosch University' 'South Africa' -33.931631 18.866881 3 355 64 210 545 494 310 504.0 259 46.26] [312 'Medical University of South Carolina' 'USA' 32.784491 -79.947178 118 355 478 210 322 357 310 224.0 552 46.25] [313 'Charles University in Prague' 'Czech Republic' 50.073497 14.43401 1 337 478 210 243 231 220 256.0 637 46.23] [314 'Kyungpook National University' 'South Korea' 35.886948 128.608835 8 355 446 210 358 661 283 420.0 68 46.23] [315 'University of Science, Malaysia' 'Malaysia' 5.354699 100.304658 1 355 478 210 700 877 609 819.0 42 46.23] [316 'University of Liège' 'Belgium' 30.22792 120.03306 6 135 478 136 313 215 310 295.0 227 46.21] [317 'University of Hull' 'United Kingdom' 53.771519 -0.369283 27 287 253 158 612 554 493 256.0 552 46.21] [318 'Northeastern University' 'USA' 42.339439 -71.087588 119 295 171 210 383 307 250 375.0 115 46.2] [319 'Kansas State University' 'USA' 39.23099 -96.585798 120 116 165 210 348 313 220 346.0 259 46.2] [320 'University of Vermont' 'USA' 44.211857 -72.681238 121 178 215 210 364 300 406 277.0 373 46.2] [321 'Rush University' 'USA' 41.873644 -87.669498 122 355 478 210 424 412 150 247.0 737 46.18] [322 'University of Louisville' 'USA' 38.220018 -85.752291 123 355 389 210 335 383 406 295.0 138 46.15] [323 'University of St Andrews' 'United Kingdom' 32.637259 74.159491 28 125 478 210 317 193 363 281.0 280 46.15] [324 'University of Warwick' 'United Kingdom' 52.379313 -1.560425 29 198 394 210 224 253 200 326.0 259 46.13] [325 'University of Rome Tor Vergata' 'Italy' 41.831628 12.620749 9 355 478 210 260 260 283 261.0 737 46.13] [326 'University of Innsbruck' 'Austria' 47.849522 13.341994 3 190 415 115 413 225 310 281.0 373 46.12] [327 'Darmstadt University of Technology' 'Germany' 30.22792 120.03306 29 55 258 210 374 417 493 420.0 227 46.11] [328 'Indian Institute of Technology Delhi' 'India' 28.544418 77.1893 1 355 57 210 644 928 800 756.0 426 46.1] [329 'Federal University of Rio de Janeiro' 'Brazil' -22.86285 -43.22884 2 261 120 210 304 326 493 402.0 181 46.08] [330 'University of Antwerp' 'Belgium' 44.199711 -75.607657 7 355 478 210 258 314 220 274.0 373 46.08] [331 'National and Kapodistrian University of Athens' 'Greece' -20.161398 28.642805 1 355 246 210 248 433 310 306.0 737 46.06] [332 'Boston College' 'USA' 42.336146 -71.170228 124 355 95 210 548 380 200 386.0 338 46.06] [333 'Vita-Salute San Raffaele University' 'Italy' 45.506632 9.265556 10 355 478 210 484 303 310 238.0 737 46.06] [334 'Gwangju Institute of Science and Technology' 'South Korea' 38.992518 -76.938904 9 355 478 210 528 565 406 543.0 57 46.02] [335 'University of Nebraska–Lincoln' 'USA' 30.22792 120.03306 125 154 256 210 272 246 250 337.0 426 46.02] [336 'University of York' 'United Kingdom' 53.94975 -1.013688 30 355 478 210 272 209 159 295.0 481 45.99] [337 'National Autonomous University of Mexico' 'Mexico' 19.32889 -99.18722 1 299 478 210 181 204 406 326.0 481 45.99] [338 'University of Regensburg' 'Germany' 32.637259 74.159491 30 355 382 210 303 248 310 277.0 737 45.98] [339 'Yokohama National University' 'Japan' 35.489014 139.683801 16 52 135 126 841 812 609 749.0 338 45.97] [340 'University of Adelaide' 'Australia' -34.918468 138.604334 8 201 400 210 244 254 283 313.0 737 45.97] [341 'University of Genoa' 'Italy' 42.09235 -88.69662 11 355 478 210 291 429 250 281.0 373 45.95] [342 "Queen's University Belfast" 'United Kingdom' 54.584212 -5.936432 31 169 399 210 308 284 283 295.0 737 45.95] [343 'University of Marburg' 'Germany' 32.637259 74.159491 31 290 478 209 328 237 283 293.0 259 45.92] [344 'University of Pavia' 'Italy' 30.22792 120.03306 12 276 385 206 329 359 283 288.0 637 45.92] [345 "St George's, University of London" 'United Kingdom' 51.427636 -0.175044 32 355 478 210 525 459 310 256.0 552 45.91] [346 'University of Oregon' 'USA' 44.045695 -123.072004 126 334 478 210 370 205 200 281.0 637 45.89] [347 'University of Navarra' 'Spain' 42.716029 -1.707935 6 355 72 210 582 734 800 523.0 426 45.88] [348 'San Diego State University' 'USA' 32.672135 -115.492141 127 240 187 210 480 290 200 341.0 481 45.88] [349 'Nankai University' 'China' 39.103306 117.166954 10 318 168 210 311 456 493 361.0 280 45.87] [350 'University of East Anglia' 'United Kingdom' 52.625635 1.239569 33 187 478 174 356 210 187 318.0 637 45.87] [351 'University of Nebraska Medical Center' 'USA' 41.255173 -95.977402 128 355 478 210 469 395 363 339.0 128 45.83] [352 'University of Southern Denmark' 'Denmark' 55.36998 10.42806 4 355 478 210 380 316 310 290.0 280 45.83] [353 'Eindhoven University of Technology' 'Netherlands' 30.22792 120.03306 11 355 315 181 296 555 310 334.0 307 45.82] [354 'Xiamen University' 'China' 2.831741 101.702224 11 355 100 210 371 507 609 472.0 307 45.8] [355 'University of Otago' 'New Zealand' -45.864649 170.510747 2 355 372 210 318 338 220 313.0 637 45.8] [356 'University of Santiago de Compostela' 'Spain' 42.88064 -8.5445 7 355 478 210 373 634 406 386.0 100 45.79] [357 'University of Exeter' 'United Kingdom' 50.736842 -3.533609 34 250 371 210 309 188 406 322.0 481 45.79] [358 'University of Jena' 'Germany' 31.6914 -92.12982 32 355 478 210 278 255 363 311.0 426 45.79] [359 'University of Perugia' 'Italy' 30.22792 120.03306 13 355 478 210 367 341 406 281.0 637 45.78] [360 'Justus Liebig University Giessen' 'Germany' 50.580537 8.677046 33 355 478 210 336 349 363 318.0 204 45.78] [361 'College of William and Mary' 'USA' 37.271396 -76.713381 129 355 82 210 639 442 310 523.0 637 45.77] [362 'Ben-Gurion University of the Negev' 'Israel' 30.85154 34.7834 5 355 478 165 280 382 406 386.0 138 45.76] [363 'Saint Louis University' 'USA' 38.636392 -90.233704 130 355 342 195 468 287 493 318.0 227 45.75] [364 'Colorado School of Mines' 'USA' 38.996664 -105.547822 131 355 76 210 653 577 310 596.0 637 45.74] [365 'Oklahoma State University–Stillwater' 'USA' 35.551306 -97.407196 132 221 111 210 427 623 310 472.0 307 45.74] [366 'University of Guelph' 'Canada' 43.531457 -80.230164 15 355 478 210 319 289 125 349.0 373 45.74] [367 'University of Trieste' 'Italy' 45.65869 13.79342 14 355 478 210 378 295 283 295.0 426 45.73] [368 'University of Verona' 'Italy' 42.988199 -89.536182 15 355 478 210 509 489 220 290.0 737 45.71] [369 'University at Albany, SUNY' 'USA' 14.627283 121.057413 133 161 478 161 402 372 187 355.0 338 45.7] [370 'Tongji University' 'China' 31.28553 121.5075 12 152 102 210 401 547 609 690.0 204 45.7] [371 'Eötvös Loránd University' 'Hungary' 47.494366 19.061765 1 87 478 104 539 403 250 430.0 637 45.69] [372 'University of Alabama - Tuscaloosa' 'USA' 33.212722 -87.538798 134 312 137 210 513 499 283 409.0 338 45.69] [373 'University of Eastern Finland' 'Finland' 12.503813 124.666418 2 355 478 210 377 410 310 295.0 737 45.69] [374 'Ewha Womans University' 'South Korea' 23.721592 90.420504 10 355 478 210 474 505 609 452.0 89 45.67] [375 'City University of Hong Kong' 'Hong Kong' 22.336533 114.174395 4 355 478 210 255 893 493 343.0 259 45.67] [376 'Tokyo Medical and Dental University' 'Japan' 35.70155 139.76446 17 355 478 210 442 299 609 306.0 307 45.67] [377 'University of Victoria' 'Canada' 48.465601 -123.30829 16 355 478 210 320 337 363 313.0 737 45.66] [378 'University of Buenos Aires' 'Argentina' -34.59972 -58.37306 1 192 477 176 268 348 363 349.0 737 45.66] [379 'University of Texas Medical Branch at Galveston' 'USA' 29.31081 -94.7759 135 355 478 210 365 294 363 334.0 227 45.66] [380 'Kyung Hee University' 'South Korea' 37.59675 127.05189 11 239 445 210 398 626 609 569.0 84 45.66] [381 'Hong Kong Polytechnic University' 'Hong Kong' 22.302696 114.178091 5 355 189 210 261 764 406 395.0 481 45.65] [382 'Saarland University' 'Germany' 49.412571 7.004529 34 355 370 210 390 402 493 326.0 307 45.65] [383 'Scuola Normale Superiore di Pisa' 'Italy' 43.71964 10.400624 16 229 478 64 530 533 363 488.0 737 45.63] [384 'University of Seville' 'Spain' 37.417451 -5.825343 8 355 478 210 339 556 493 523.0 89 45.63] [385 'Beijing Normal University' 'China' 39.95983 116.36854 13 51 478 210 408 490 406 504.0 737 45.61] [386 'Chiba University' 'Japan' 35.776105 139.90114 18 355 478 210 342 315 406 343.0 204 45.6] [387 'University of Ferrara' 'Italy' 30.22792 120.03306 17 355 478 210 399 393 310 313.0 552 45.6] [388 'University of Bari Aldo Moro' 'Italy' 41.12073 16.8684 18 355 478 210 345 336 493 326.0 338 45.6] [389 'Polytechnic University of Milan' 'Italy' -15.803231 35.027614 19 101 203 186 360 532 609 504.0 280 45.59] [390 'Temple University' 'USA' 39.981584 -75.14952 136 262 478 210 341 378 493 355.0 194 45.59] [391 'University of Turku' 'Finland' 60.45473 22.28725 3 355 478 210 320 332 609 326.0 481 45.58] [392 'Aalto University' 'Finland' 60.185227 24.825149 4 355 251 210 344 434 609 460.0 138 45.58] [393 'Simon Fraser University' 'Canada' 49.277662 -122.909535 17 355 478 210 286 281 406 341.0 373 45.58] [394 'Tianjin University' 'China' 39.110836 117.162853 14 355 87 210 406 926 800 663.0 426 45.57] [395 'Chalmers University of Technology' 'Sweden' 30.22792 120.03306 9 349 332 210 359 435 493 337.0 737 45.57] [396 'Middle East Technical University' 'Turkey' 39.911242 32.808859 1 355 79 210 529 904 493 724.0 737 45.57] [397 'Cranfield University' 'United Kingdom' 52.070288 -0.629019 35 355 71 210 728 731 800 769.0 737 45.56] [398 'York University' 'Canada' 43.773872 -79.500013 18 355 164 210 397 396 250 409.0 737 45.55] [399 "Xi'an Jiaotong University" 'China' 30.697847 104.052081 15 355 127 210 307 595 800 642.0 181 45.55] [400 'Chonnam National University' 'South Korea' 14.604211 120.99427 12 355 478 210 411 652 363 430.0 115 45.55] [401 'University of Central Florida' 'USA' 28.593648 -81.208169 137 355 468 210 388 391 493 380.0 149 45.55] [402 'University of Lorraine' 'France' 30.22792 120.03306 14 213 301 185 300 361 493 442.0 181 45.55] [403 'University of Bordeaux II' 'France' 44.80042 -0.59598 15 355 478 210 440 385 363 322.0 426 45.54] [404 'University of New Hampshire' 'USA' 43.13693 -70.931974 138 355 346 131 511 277 200 366.0 637 45.53] [405 'Versailles Saint-Quentin-en-Yvelines University' 'France' 48.811302 2.148996 16 355 478 210 452 240 283 326.0 637 45.53] [406 'Chonbuk National University' 'South Korea' 14.604211 120.99427 13 355 478 210 512 741 800 618.0 78 45.51] [407 'Kumamoto University' 'Japan' 32.805964 130.739073 19 279 325 210 473 400 493 380.0 170 45.51] [408 'Huazhong University of Science and Technology' 'China' 38.992518 -76.938904 16 355 232 210 259 656 609 504.0 181 45.5] [409 'Brunel University' 'United Kingdom' 51.532801 -0.473241 36 355 147 210 486 612 609 420.0 481 45.5] [410 'Polytechnic University of Catalonia' 'Spain' -15.803231 35.027614 9 355 451 210 386 583 406 514.0 109 45.49] [411 'National Chiao Tung University' 'Taiwan' nan nan 3 355 220 210 232 638 609 442.0 737 45.49] [412 'Southeast University' 'China' 31.270539 120.742202 17 158 409 210 412 695 609 514.0 121 45.49] [413 'Tokyo University of Science' 'Japan' 35.71339 139.76232 20 355 478 210 504 516 406 402.0 128 45.48] [414 'Catholic University of the Sacred Heart' 'Italy' -15.828369 35.180217 20 355 478 210 422 500 609 326.0 737 45.47] [415 'Brigham Young University' 'USA' 40.257028 -111.647616 139 288 444 210 495 423 283 415.0 149 45.47] [416 'Technical University of Madrid' 'Spain' -4.038015 39.669401 10 206 200 210 478 672 609 749.0 109 45.47] [417 'Nagasaki University' 'Japan' 32.763367 129.87662 21 274 128 210 567 579 493 514.0 307 45.46] [418 'National Tsing Hua University' 'Taiwan' nan nan 4 244 478 210 230 406 493 386.0 552 45.46] [419 'University of Warsaw' 'Poland' 52.24022 21.01884 1 119 478 145 400 488 363 402.0 637 45.45] [420 'King Saud University' 'Saudi Arabia' 24.717099 46.619397 1 355 133 210 611 537 800 897.0 115 45.45] [421 'University of Bath' 'United Kingdom' 51.376944 -2.325223 37 355 352 210 387 379 310 355.0 552 45.44] [422 'Concordia University' 'Canada' 45.569975 -122.636855 19 355 110 210 540 687 493 543.0 552 45.44] [423 'Georgia Regents University' 'USA' 32.41562 -81.783096 140 355 478 210 579 471 310 334.0 737 45.43] [424 'Niigata University' 'Japan' 37.909525 139.040458 22 355 217 210 503 506 363 420.0 204 45.43] [425 'University of Oulu' 'Finland' 66.370186 29.311749 5 253 354 210 426 360 493 361.0 373 45.43] [426 'Pompeu Fabra University' 'Spain' 42.613888 2.428047 11 355 478 210 409 184 609 343.0 481 45.43] [427 'Vienna University of Technology' 'Austria' 30.22792 120.03306 4 351 413 210 381 365 406 420.0 159 45.43] [428 'Sogang University' 'South Korea' 39.63389 125.15417 14 355 478 210 781 792 800 889.0 68 45.43] [429 'Gyeongsang National University' 'South Korea' 35.156051 128.101439 15 355 478 210 626 663 800 618.0 84 45.43] [430 'University of Tampere' 'Finland' 30.22792 120.03306 6 355 235 210 554 461 493 370.0 637 45.41] [431 'University of Milan - Bicocca' 'Italy' nan nan 21 355 478 210 404 328 406 355.0 280 45.41] [432 'University of Bordeaux I' 'France' 44.80042 -0.59598 17 355 478 210 327 228 406 361.0 426 45.41] [433 'Swedish University of Agricultural Sciences' 'Sweden' 13.0331 77.586519 10 355 478 210 376 266 363 346.0 737 45.4] [434 'George Mason University' 'USA' 38.830627 -77.311707 141 355 478 97 449 374 283 415.0 637 45.4] [435 'Jilin University' 'China' 43.84578 125.286818 18 224 469 210 270 467 493 395.0 373 45.4] [436 'University of Delhi' 'India' 28.688152 77.214808 2 263 88 210 701 732 800 769.0 637 45.4] [437 'University of Campinas' 'Brazil' -22.8164 -47.06879 3 355 478 210 297 534 406 386.0 227 45.39] [438 'Wuhan University' 'China' 30.524318 114.344431 19 355 228 210 310 627 609 420.0 481 45.39] [439 'West Virginia University' 'USA' 39.63595 -79.95545 142 314 180 210 441 419 406 430.0 637 45.39] [440 'Pusan National University' 'South Korea' 14.604211 120.99427 16 355 422 210 395 511 363 496.0 128 45.38] [441 'University of Mississippi - Oxford Campus' 'USA' 34.364824 -89.542242 143 355 478 210 384 478 220 361.0 552 45.38] [442 'University of Arkansas for Medical Sciences' 'USA' 34.74947 -92.31989 144 355 478 210 488 542 609 349.0 280 45.37] [443 'Miami University' 'USA' 39.507443 -84.729762 145 355 104 210 712 501 406 642.0 737 45.37] [444 'University of Tokushima' 'Japan' 30.22792 120.03306 23 109 478 210 603 455 493 504.0 149 45.36] [445 'University of Twente' 'Netherlands' 52.23881 6.85035 12 355 478 210 343 477 363 366.0 338 45.36] [446 'Loyola University Chicago' 'USA' 29.935761 -90.120517 146 355 350 210 538 414 609 349.0 737 45.36] [447 'Ajou University' 'South Korea' 37.28129 127.04564 17 355 343 210 646 802 609 663.0 94 45.35] [448 'Syracuse University' 'USA' 43.020065 -76.120587 147 129 249 210 459 479 310 488.0 338 45.34] [449 'Lancaster University' 'United Kingdom' 54.012328 -2.789786 38 355 339 210 372 398 250 380.0 637 45.33] [450 'Pontifical Catholic University of Chile' 'Chile' 18.2019 -67.13907 1 330 263 210 450 310 493 395.0 426 45.33] [451 'University of Chile' 'Chile' -39.80741 -73.25106 2 232 278 210 416 375 493 409.0 552 45.29] [452 'Innsbruck Medical University' 'Austria' -4.42808 15.349372 5 355 478 210 482 401 800 349.0 637 45.29] [453 'University of Granada' 'Spain' 30.22792 120.03306 12 355 478 210 316 451 310 442.0 194 45.29] [454 'Kanazawa University' 'Japan' 36.572675 136.632165 24 355 327 210 455 409 493 375.0 373 45.29] [455 'University of Parma' 'Italy' 44.647714 10.08357 22 355 431 210 421 440 310 372.0 637 45.28] [456 'University of Siena' 'Italy' 43.30831 11.330078 23 355 478 210 407 356 310 366.0 737 45.27] [457 'Shandong University' 'China' 32.4333 121.2666 20 355 466 210 245 588 493 437.0 481 45.27] [458 'Technical University of Dortmund' 'Germany' -4.038015 39.669401 35 355 478 210 454 539 406 430.0 170 45.26] [459 'University of KwaZulu-Natal' 'South Africa' -29.619121 30.396114 4 355 142 210 584 436 310 554.0 737 45.26] [460 'University of Nevada, Reno' 'USA' 39.54158 -119.81491 148 355 347 210 516 325 250 380.0 637 45.26] [461 'Yokohama City University' 'Japan' 35.489014 139.683801 25 355 196 210 650 362 800 460.0 338 45.26] [462 'École normale supérieure de Lyon' 'France' -17.535038 -149.541249 18 355 478 126 489 220 493 395.0 737 45.25] [463 'University College Cork' 'Ireland' 51.89291 -8.49289 3 355 359 210 423 464 406 420.0 227 45.25] [464 'Ohio University' 'USA' 39.326269 -82.100329 149 196 176 210 568 474 493 554.0 280 45.25] [465 'Central South University' 'China' 30.313525 -97.709018 21 355 162 210 330 855 609 596.0 373 45.24] [466 'University of Modena and Reggio Emilia' 'Italy' nan nan 24 355 478 210 435 485 310 370.0 637 45.23] [467 'New Mexico State University' 'USA' 35.95422 -90.45997 150 355 369 210 677 630 200 386.0 737 45.23] [468 'University of Konstanz' 'Germany' 47.693044 9.123879 36 355 478 157 475 347 493 395.0 481 45.22] [469 'University of Hawaii at Manoa' 'USA' 21.297905 -157.817597 151 355 379 148 451 211 363 452.0 373 45.22] [470 'University of Nebraska Omaha' 'USA' 41.255173 -95.977402 152 355 349 210 643 521 406 372.0 737 45.22] [471 'Shinshu University' 'Japan' 33.59246 130.83497 26 355 333 210 564 568 283 442.0 204 45.22] [472 'University of Strathclyde' 'United Kingdom' 55.862199 -4.240622 39 355 245 210 382 454 406 460.0 426 45.22] [473 'Baylor University' 'USA' 31.550621 -97.115665 153 355 351 210 578 566 220 395.0 637 45.21] [474 'Polytechnic University of Valencia' 'Spain' -15.803231 35.027614 13 355 478 210 361 468 609 430.0 204 45.21] [475 'Harbin Institute of Technology' 'China' 45.750195 126.632724 22 355 289 210 283 875 609 496.0 338 45.21] [476 'University of Rennes 1' 'France' 30.22792 120.03306 19 355 478 210 351 355 609 402.0 307 45.2] [477 'University of Arkansas - Fayetteville' 'USA' 36.065887 -94.174367 154 189 260 210 506 513 310 482.0 373 45.2] [478 'Aristotle University of Thessaloniki' 'Greece' 40.63064 22.95878 2 355 478 210 334 649 493 386.0 637 45.2] [479 'Jagiellonian University' 'Poland' 28.077051 -82.43741 2 355 478 210 396 466 609 375.0 552 45.19] [480 'Texas Tech University (TTU)' 'USA' 36.175448 -85.507645 155 355 277 210 392 508 250 460.0 552 45.19] [481 'University of Rostock' 'Germany' 54.07541 12.09848 37 352 478 210 433 615 800 380.0 338 45.19] [482 'University of Akron' 'USA' 41.075021 -81.512129 156 355 421 210 637 660 609 596.0 121 45.18] [483 'University of Saskatchewan' 'Canada' 52.133617 -106.625847 20 320 380 210 337 427 310 442.0 373 45.18] [484 'Juntendo University' 'Japan' 35.70221 139.76066 27 355 478 210 645 482 406 366.0 737 45.18] [485 'University of Wyoming' 'USA' 41.314597 -105.574608 157 355 224 210 531 327 363 472.0 426 45.18] [486 'Macquarie University' 'Australia' 41.513101 -81.607469 9 355 452 210 416 292 283 409.0 552 45.18] [487 'University of Canterbury' 'New Zealand' -43.524699 172.581266 3 173 154 210 561 426 493 628.0 737 45.17] [488 'University of Denver' 'USA' 39.685263 -104.964786 158 283 141 210 906 487 493 628.0 552 45.16] [489 'Illinois Institute of Technology' 'USA' 41.833835 -87.626077 159 251 123 210 767 718 800 716.0 737 45.15] [490 'Creighton University' 'USA' 41.263751 -95.948521 160 355 478 210 792 618 250 375.0 637 45.15] [491 'Bielefeld University' 'Germany' 52.036507 8.489864 38 355 478 210 487 370 493 375.0 737 45.15] [492 'University of Malaya' 'Malaysia' 3.122 101.65371 2 355 115 210 670 910 493 769.0 426 45.15] [493 'University of Ulsan' 'South Korea' 35.519406 129.429083 18 355 247 210 437 662 609 460.0 637 45.14] [494 'City University London' 'United Kingdom' 51.527574 -0.10275 40 355 103 210 808 868 800 874.0 637 45.14] [495 'Grenoble Institute of Technology' 'France' 14.629227 121.225353 20 355 478 210 340 525 609 430.0 307 45.14] [496 'Federal University of Minas Gerais' 'Brazil' -19.8719 -43.96625 4 355 462 210 430 476 493 514.0 170 45.14] [497 'University of Hanover' 'Germany' 18.41667 -78.13333 39 355 392 210 431 527 406 452.0 259 45.14] [498 'South China University of Technology' 'China' 31.8204 117.27665 23 355 292 210 403 650 493 514.0 227 45.12] [499 'University of Surrey' 'United Kingdom' 51.236743 -0.607287 41 195 234 210 414 548 406 569.0 338 45.12] [500 'Otto-von-Guericke University Magdeburg' 'Germany' 52.139776 11.642792 40 355 478 210 483 619 493 420.0 259 45.11] [501 'Indian Institute of Science' 'India' 13.022956 77.566228 3 355 478 210 305 495 609 472.0 280 45.11] [502 'Tokyo Metropolitan University' 'Japan' 35.65238 139.72661 28 355 322 210 550 450 310 420.0 637 45.11] [503 'Bar-Ilan University' 'Israel' 32.06495 34.84665 6 266 408 210 415 392 609 482.0 259 45.11] [504 'Mississippi State University' 'USA' 33.45413 -88.790369 161 141 157 210 580 617 609 739.0 481 45.11] [505 'University of Maryland, Baltimore County' 'USA' 39.29037 -76.62529 162 355 478 210 554 377 363 402.0 373 45.1] [506 'University of Wollongong' 'Australia' -34.404905 150.877839 10 355 274 210 445 460 609 488.0 338 45.1] [507 'Flinders University' 'Australia' -35.025542 138.573032 11 82 478 210 551 573 609 605.0 637 45.1] [508 'Martin Luther University of Halle-Wittenberg' 'Germany' 51.471863 11.97938 41 345 478 202 385 340 800 409.0 737 45.1] [509 'Graduate University for Advanced Studies' 'Japan' 43.025216 -88.188282 29 355 478 210 607 269 493 386.0 737 45.09] [510 'Clemson University' 'USA' 34.661781 -82.843975 163 355 478 210 424 470 493 402.0 737 45.09] [511 'University of Brescia' 'Italy' 37.768937 -87.111386 25 355 478 210 576 604 609 386.0 737 45.07] [512 'Georgia State University' 'USA' 33.754533 -84.386099 164 355 434 210 465 504 363 437.0 426 45.07] [513 'Dongguk University' 'South Korea' 37.5601 126.9984 19 355 395 210 954 915 800 979.0 89 45.07] [514 'University of Fribourg' 'Switzerland' 46.793058 7.157106 8 208 209 210 727 405 406 554.0 552 45.05] [515 'Sichuan University' 'China' 30.738864 102.695767 24 355 478 210 306 530 800 472.0 373 45.05] [516 'University of Iceland' 'Iceland' 64.779262 -18.673522 1 355 478 210 629 311 310 409.0 737 45.05] [517 'University of Sherbrooke' 'Canada' 30.22792 120.03306 21 355 478 210 446 437 406 415.0 637 45.05] [518 'University of Graz' 'Austria' 47.07806 15.44917 6 338 429 197 526 524 406 437.0 481 45.04] [519 'University of Málaga' 'Spain' 30.22792 120.03306 14 355 478 210 428 755 609 724.0 121 45.04] [520 'University of Zaragoza' 'Spain' 30.22792 120.03306 15 354 441 210 350 684 493 488.0 338 45.04] [521 'New York Medical College' 'USA' 41.08409 -73.81092 165 355 478 210 726 594 493 402.0 481 45.04] [522 'SUNY Downstate Medical Center' 'USA' 40.654531 -73.945084 166 355 478 150 736 411 609 442.0 737 45.03] [523 'École Centrale Paris' 'France' 48.86508 2.35657 21 355 108 210 995 837 800 923.0 637 45.03] [524 'Utah State University' 'USA' 41.749761 -111.806348 167 156 419 210 553 473 363 531.0 307 45.03] [525 'University of Ljubljana' 'Slovenia' 30.22792 120.03306 1 355 478 210 346 449 310 460.0 737 45.02] [526 'University of Montpellier 1' 'France' 30.22792 120.03306 22 355 478 210 429 324 493 430.0 737 45.02] [527 'Victoria University of Wellington' 'New Zealand' -36.848278 174.767744 4 296 161 210 630 441 609 675.0 637 45.01] [528 'East China University of Science and Technology' 'China' 38.992518 -76.938904 25 355 478 210 444 808 609 496.0 204 45.01] [529 'Konkuk University' 'South Korea' 36.94938 127.90764 20 355 403 210 564 730 800 724.0 128 45.01] [530 'University of Potsdam' 'Germany' 44.668787 -74.985143 42 355 478 210 491 329 609 420.0 637 45.01] [531 'University of the Basque Country' 'Spain' 43.33006 -2.96528 16 355 478 210 325 418 493 482.0 426 45.01] [532 'University of Nice Sophia Antipolis' 'France' 44.943012 -93.191637 23 252 478 210 467 265 609 460.0 373 45.01] [533 'University of Udine' 'Italy' 30.22792 120.03306 26 355 478 210 583 397 609 415.0 552 45.01] [534 'National Yang-Ming University' 'Taiwan' nan nan 5 355 478 210 355 502 406 452.0 737 45.01] [535 'Indian Institute of Technology Bombay' 'India' 28.544418 77.1893 4 355 478 210 522 785 609 724.0 121 45.0] [536 'University of Bayreuth' 'Germany' 49.9274 11.585129 43 355 478 210 442 293 310 452.0 552 44.99] [537 'University of Wisconsin–Milwaukee' 'USA' 30.22792 120.03306 168 218 273 210 537 491 406 536.0 737 44.99] [538 'University of Dayton' 'USA' 39.737888 -84.174748 169 335 140 210 991 796 609 783.0 552 44.99] [539 'Nihon University' 'Japan' 35.70025 139.75622 30 307 474 210 573 611 800 642.0 149 44.98] [540 'Montana State University - Bozeman' 'USA' 45.670643 -111.065812 170 355 344 210 557 354 363 472.0 637 44.98] [541 'Royal Holloway, University of London' 'United Kingdom' 51.425885 -0.563789 42 355 478 210 560 317 406 442.0 373 44.98] [542 "Tokyo Women's Medical University" 'Japan' 35.69801 139.72015 31 355 478 210 763 609 493 460.0 259 44.98] [543 'Panjab University' 'India' 34.38795 67.02327 5 332 212 210 708 722 363 569.0 737 44.97] [544 'Tampere University of Technology' 'Finland' 30.22792 120.03306 7 355 136 210 819 670 800 819.0 737 44.97] [545 'University of Coimbra' 'Portugal' -15.28419 -8.4265 3 348 478 210 420 415 609 452.0 481 44.97] [546 'University of Newcastle' 'Australia' -32.8818 151.6846 12 355 478 210 434 475 609 442.0 637 44.97] [547 'Nara Institute of Science and Technology' 'Japan' 38.992518 -76.938904 32 355 478 210 715 304 493 437.0 426 44.96] [548 'Auburn University' 'USA' 35.915033 -78.912063 171 355 261 210 463 585 310 585.0 373 44.96] [549 'University of Bremen' 'Germany' 33.70895 -85.14935 44 355 478 210 439 296 363 460.0 552 44.96] [550 'Mahidol University' 'Thailand' 13.79493 100.32562 2 355 478 210 479 366 406 442.0 737 44.96] [551 'University of Crete' 'Greece' 35.308131 25.082932 3 355 478 210 481 497 406 442.0 737 44.96] [552 'Bangor University' 'United Kingdom' 53.22898 -4.130632 43 246 360 210 624 526 609 504.0 373 44.95] [553 'University of Aveiro' 'Portugal' 30.22792 120.03306 4 355 478 210 419 659 609 605.0 170 44.95] [554 'University of Palermo' 'Italy' 37.878646 13.409773 27 355 478 210 447 590 800 452.0 552 44.94] [555 'Nagoya City University' 'Japan' 35.137938 136.926544 33 355 306 210 764 531 310 531.0 307 44.94] [556 'University of Tartu' 'Estonia' 58.38108 26.71982 1 353 478 210 600 388 406 496.0 259 44.94] [557 'University of Savoy' 'France' 40.06012 -88.25542 24 355 478 210 505 453 406 452.0 552 44.94] [558 'University of Tromsø - The Arctic University of Norway' 'Norway' 30.22792 120.03306 4 355 478 210 493 413 310 460.0 737 44.94] [559 'University of Missouri–Kansas City' 'USA' 38.66566 -90.3315 172 286 357 210 638 430 800 488.0 552 44.93] [560 'Beihang University' 'China' 28.077051 -82.43741 26 355 254 210 523 881 609 800.0 170 44.93] [561 'American University of Beirut' 'Lebanon' 33.899488 35.483632 1 103 205 210 892 850 800 849.0 737 44.93] [562 'University of Nantes' 'France' 30.22792 120.03306 25 355 478 210 492 404 310 482.0 426 44.93] [563 'University of Essex' 'United Kingdom' 51.877208 0.947675 44 106 335 210 710 651 406 642.0 737 44.92] [564 'University of Zagreb' 'Croatia' 45.842155 16.022855 1 355 478 210 572 528 406 460.0 426 44.92] [565 'National Central University' 'Taiwan' 14.604211 120.99427 6 204 478 210 369 438 609 523.0 637 44.92] [566 'University Lille 1: Sciences and Technologies' 'France' 49.293335 2.306689 26 355 478 210 394 408 363 496.0 481 44.92] [567 'University of Catania' 'Italy' 37.696228 15.010977 28 355 478 210 436 750 493 472.0 737 44.91] [568 'National Polytechnic Institute of Toulouse' 'France' 42.730302 -73.678772 27 355 201 210 499 705 800 663.0 737 44.91] [569 'Indian Institute of Technology Kanpur' 'India' 26.519419 80.240028 6 153 308 210 536 846 609 724.0 227 44.91] [570 'Kagoshima University' 'Japan' 31.567073 130.556069 34 355 211 210 694 648 493 642.0 373 44.9] [571 'Lanzhou University' 'China' 36.050357 103.850246 27 355 478 210 389 667 493 496.0 481 44.9] [572 'James Cook University' 'Australia' -19.325489 146.755689 13 355 478 210 510 238 363 488.0 552 44.9] [573 'Shizuoka University' 'Japan' 34.965566 138.431414 35 355 478 210 586 589 406 703.0 149 44.89] [574 'Indian Institute of Technology Kharagpur' 'India' 22.311993 87.309983 7 355 201 210 501 966 800 703.0 426 44.89] [575 'Second University of Naples' 'Italy' 12.033966 79.858722 29 355 478 210 544 598 609 460.0 737 44.89] [576 'Indian Institute of Technology Madras' 'India' 28.544418 77.1893 8 355 206 210 532 928 406 756.0 280 44.89] [577 'Plymouth University' 'United Kingdom' 50.375633 -4.140116 45 355 437 210 534 425 493 514.0 426 44.88] [578 'International School for Advanced Studies' 'Italy' 10.679027 -61.557418 30 355 478 210 595 407 609 472.0 737 44.87] [579 'Polytechnic University of Turin' 'Italy' -15.803231 35.027614 31 355 478 210 464 773 800 642.0 181 44.85] [580 'University of Oviedo' 'Spain' 28.6576 -81.18688 17 355 478 210 437 465 493 514.0 426 44.85] [581 'Ehime University' 'Japan' 33.767778 132.906995 36 355 324 210 585 564 493 554.0 338 44.85] [582 'University of Ioannina' 'Greece' 30.22792 120.03306 4 355 478 210 569 828 609 482.0 737 44.85] [583 'University of Cagliari' 'Italy' 39.283276 9.281517 32 355 478 210 514 536 800 488.0 552 44.85] [584 'Tottori University' 'Japan' 35.522167 134.171906 37 355 199 210 846 710 493 724.0 373 44.85] [585 'Federal University of Rio Grande do Sul' 'Brazil' -30.03384 -51.21857 5 355 478 210 418 632 406 514.0 552 44.85] [586 'Kent State University' 'USA' 41.268102 -81.392976 173 355 478 210 616 431 363 496.0 481 44.85] [587 'University of Los Andes (Colombia)' 'Colombia' nan nan 1 355 150 210 902 550 406 889.0 637 44.85] [588 'Hunan University' 'China' 28.188136 112.943469 28 355 294 210 500 915 800 569.0 737 44.84] [589 'Tokai University' 'Japan' 35.994754 138.171849 38 355 478 210 697 608 493 488.0 481 44.84] [590 'LSU Health Sciences Center New Orleans' 'USA' 39.654821 -79.958218 174 355 478 210 796 549 609 482.0 552 44.84] [591 'Southern Illinois University Carbondale' 'USA' 37.71311 -89.21869 175 191 478 210 571 518 800 531.0 552 44.83] [592 'Tata Institute of Fundamental Research' 'India' 17.44325 78.31062 9 355 478 210 458 420 310 523.0 737 44.83] [593 'Aalborg University' 'Denmark' 57.01517 9.98682 5 355 384 210 606 633 363 543.0 426 44.83] [594 'Osaka Prefecture University' 'Japan' 34.685181 135.557903 39 355 316 210 646 682 609 675.0 204 44.83] [595 'Chang Gung University' 'Taiwan' 22.90472 120.27306 7 355 478 210 357 582 800 536.0 737 44.82] [596 'Northern Illinois University' 'USA' 41.937424 -88.76989 176 355 259 210 671 602 363 642.0 481 44.82] [597 'University of Trento' 'Italy' 46.06682 11.12326 33 355 478 210 490 569 609 504.0 737 44.82] [598 'Semmelweis University' 'Hungary' 50.809611 12.550945 2 355 478 210 668 517 493 496.0 552 44.82] [599 'University of Science and Technology Beijing' 'China' -0.615621 30.656405 29 355 166 210 592 928 493 897.0 373 44.82] [600 'National University of Ireland, Galway' 'Ireland' 53.276423 -9.058512 4 355 478 210 593 597 609 531.0 307 44.82] [601 'Dankook University' 'South Korea' 28.077051 -82.43741 21 355 478 210 896 934 609 897.0 121 44.82] [602 'Istanbul University' 'Turkey' 41.015778 28.960412 2 255 337 210 681 580 609 554.0 737 44.81] [603 'Tokyo University of Agriculture and Technology' 'Japan' 38.992518 -76.938904 40 355 478 210 574 707 609 585.0 227 44.81] [604 'University of Montana - Missoula' 'USA' 46.861451 -113.983171 177 341 478 210 699 320 493 504.0 552 44.81] [605 'Queensland University of Technology' 'Australia' -27.477755 153.028851 14 355 478 210 457 733 493 523.0 552 44.81] [606 'Binghamton University' 'USA' 42.08901 -75.967232 178 355 229 210 731 610 800 675.0 737 44.8] [607 'Université de Namur' 'Belgium' 50.465867 4.861789 8 143 312 210 830 713 609 675.0 637 44.8] [608 'University of Tasmania' 'Australia' -42.906671 147.321537 15 355 478 210 461 278 609 531.0 737 44.8] [609 'University of Pretoria' 'South Africa' -25.754256 28.232104 5 355 233 210 597 557 493 716.0 481 44.8] [610 'Central China Normal University' 'China' 30.526164 114.355532 30 355 478 210 653 837 493 504.0 737 44.79] [611 'Indian Institute of Technology Roorkee' 'India' 29.865441 77.897429 10 355 307 210 845 846 609 554.0 737 44.79] [612 'Curtin University' 'Australia' -31.999193 115.892852 16 355 478 210 462 389 406 543.0 426 44.79] [613 'Deakin University' 'Australia' -37.846869 145.114198 17 355 459 210 556 678 609 536.0 637 44.79] [614 'Tilburg University' 'Netherlands' 51.564458 5.074477 13 355 227 210 605 861 609 716.0 737 44.78] [615 'Inha University' 'South Korea' 37.451782 126.654964 22 355 387 210 543 770 609 569.0 481 44.78] [616 'University of New Orleans' 'USA' 30.03113 -90.064765 179 355 478 210 907 806 493 504.0 737 44.78] [617 'Paris-Est Créteil Val-de-Marne University' 'France' -33.040711 -71.372477 28 355 435 210 710 581 800 536.0 737 44.77] [618 "University of L'Aquila" 'Italy' 42.055818 13.592935 34 355 478 210 617 643 800 514.0 737 44.77] [619 'Chungnam National University' 'South Korea' 36.372169 127.346973 23 355 478 210 472 561 493 585.0 307 44.77] [620 'University of Salamanca' 'Spain' 42.16312 -78.72328 18 355 423 210 558 558 363 569.0 737 44.77] [621 'University of Alaska Fairbanks' 'USA' 64.859774 -147.827034 180 355 478 210 608 339 609 523.0 737 44.77] [622 'University of Poitiers' 'France' 46.566469 0.265732 29 236 478 143 615 480 609 675.0 481 44.77] [623 'Albany Medical College' 'USA' 42.654113 -73.777764 181 142 478 210 993 753 609 605.0 737 44.76] [624 'Birkbeck, University of London' 'United Kingdom' 51.521972 -0.130042 46 281 478 180 718 343 493 569.0 737 44.76] [625 'Griffith University' 'Australia' -27.546482 153.064293 18 355 478 210 470 543 493 569.0 373 44.76] [626 'Federal University of São Paulo' 'Brazil' -22.69776 -45.11842 6 355 478 210 515 616 406 536.0 737 44.76] [627 'Carleton University' 'Canada' 45.385619 -75.697214 22 355 478 210 496 742 310 554.0 737 44.75] [628 'Massey University' 'New Zealand' -40.384469 175.6165 5 355 448 210 552 575 609 569.0 637 44.75] [629 'Catholic University of Korea' 'South Korea' 37.48601 126.80154 24 355 478 210 598 798 800 628.0 227 44.74] [630 'Open University (UK)' 'United Kingdom' 24.869027 91.858196 47 355 478 210 613 301 800 536.0 637 44.74] [631 'University of Patras' 'Greece' 30.22792 120.03306 5 355 478 210 485 674 406 554.0 552 44.74] [632 'Universidade Nova de Lisboa' 'Portugal' 38.760024 -9.194109 5 355 478 210 506 515 609 543.0 552 44.74] [633 'Texas A&M Health Science Center' 'USA' 31.030974 -98.326329 182 355 478 210 664 445 493 543.0 426 44.74] [634 'Braunschweig University of Technology' 'Germany' 30.22792 120.03306 45 207 478 210 541 369 609 605.0 481 44.74] [635 'National Chung Hsing University' 'Taiwan' nan nan 8 355 364 210 405 692 609 642.0 737 44.74] [636 'La Trobe University' 'Australia' -36.749992 144.282538 19 355 439 210 559 446 800 585.0 737 44.73] [637 'Missouri University of Science and Technology' 'USA' 38.992518 -76.938904 183 355 204 210 696 866 493 819.0 737 44.73] [638 'University of Idaho' 'USA' 46.723697 -117.014544 184 355 478 210 640 399 406 569.0 373 44.73] [639 'Louisiana Tech University' 'USA' 32.532883 -92.651234 185 355 213 210 931 864 406 769.0 737 44.73] [640 'University of Portsmouth' 'United Kingdom' 50.793738 -1.097808 48 355 478 210 759 697 310 543.0 637 44.73] [641 'University of La Laguna' 'Spain' 14.159174 121.136654 19 355 478 210 521 358 800 554.0 552 44.73] [642 'Florida International University' 'USA' 25.75622 -80.375936 186 355 478 210 502 484 363 569.0 637 44.73] [643 'Medical University of Graz' 'Austria' 47.07806 15.44917 7 355 478 210 622 673 800 543.0 481 44.72] [644 'Howard University' 'USA' 38.921207 -77.020064 187 269 478 210 943 599 406 703.0 204 44.72] [645 'University of Hertfordshire' 'United Kingdom' 51.7531 -0.24176 49 355 478 210 792 390 609 536.0 637 44.72] [646 'State University of New York Upstate Medical University' 'USA' 42.090665 -75.969782 188 355 478 210 748 593 406 543.0 552 44.72] [647 'Royal College of Surgeons in Ireland' 'Ireland' 51.515126 -0.115887 5 355 478 210 813 724 310 554.0 552 44.72] [648 'National Technical University of Athens' 'Greece' 2.202113 102.247069 6 167 478 210 498 938 493 663.0 737 44.72] [649 'University of Windsor' 'Canada' 42.318259 -83.041857 23 355 239 210 758 910 800 756.0 481 44.72] [650 'Rovira i Virgili University' 'Spain' 41.1192 1.250799 20 355 478 210 575 646 493 554.0 552 44.71] [651 'University of Burgundy' 'France' 30.22792 120.03306 30 214 478 210 524 541 800 605.0 737 44.71] [652 'Gunma University' 'Japan' 36.5565 139.035028 41 355 478 210 599 519 493 596.0 338 44.71] [653 'AGH University of Science and Technology' 'Poland' 38.992518 -76.938904 3 257 197 210 722 881 609 909.0 552 44.71] [654 'Gifu University' 'Japan' 35.422492 136.752606 42 355 478 210 648 664 493 569.0 426 44.71] [655 'Hacettepe University' 'Turkey' 39.86886 32.735656 3 355 478 210 636 636 406 554.0 737 44.71] [656 'Örebro University' 'Sweden' 59.254484 15.24989 11 355 478 210 820 771 406 543.0 737 44.7] [657 'Memorial University of Newfoundland' 'Canada' 47.585846 -52.736858 24 355 478 210 563 596 800 554.0 737 44.7] [658 'Kindai University' 'Japan' 34.650539 135.715647 43 355 478 210 655 721 493 585.0 373 44.7] [659 'University of Rhode Island' 'USA' 41.484944 -71.531722 189 355 353 210 649 373 406 628.0 737 44.7] [660 'University of Alicante' 'Spain' 38.450686 -0.743851 21 355 478 210 657 797 800 675.0 227 44.7] [661 'New Jersey Institute of Technology' 'USA' 40.742872 -74.180712 190 235 326 210 745 654 800 703.0 426 44.69] [662 'Lille 2 University of Health and Law' 'France' nan nan 31 355 478 210 854 624 800 543.0 637 44.69] [663 'Keele University' 'United Kingdom' 53.003055 -2.269481 50 355 478 210 635 535 406 569.0 737 44.69] [664 'University of Jyväskylä' 'Finland' 30.22792 120.03306 8 355 478 210 471 462 493 596.0 737 44.69] [665 'Rochester Institute of Technology' 'USA' 25.122403 55.37797 191 355 366 210 936 613 310 675.0 373 44.69] [666 'Sapporo Medical University' 'Japan' -4.42808 15.349372 44 355 478 210 929 823 609 618.0 280 44.69] [667 'Banaras Hindu University' 'India' 25.266945 82.992249 11 237 285 210 746 927 363 756.0 737 44.69] [668 'King Abdullah University of Science and Technology' 'Saudi Arabia' 38.992518 -76.938904 2 355 478 117 799 640 800 989.0 159 44.69] [669 'Northeast Normal University' 'China' 14.587555 120.983332 31 355 478 210 716 774 609 554.0 737 44.69] [670 'Portland State University' 'USA' 45.511021 -122.686397 192 355 272 210 784 540 800 739.0 481 44.68] [671 'University of Québec at Montreal' 'Canada' nan nan 25 355 457 210 534 546 406 628.0 737 44.68] [672 'East China Normal University' 'China' 31.23029 121.41069 32 355 431 210 477 614 800 663.0 481 44.68] [673 'University of Debrecen' 'Hungary' 47.554325 21.623901 3 355 478 210 660 586 406 585.0 552 44.68] [674 'Loma Linda University' 'USA' 34.051314 -117.261165 193 355 478 210 820 759 609 554.0 737 44.68] [675 'Old Dominion University' 'USA' 36.886893 -76.305823 194 355 478 210 717 622 406 596.0 426 44.68] [676 'University of Insubria' 'Italy' 45.79802 8.85361 35 355 478 210 685 600 609 569.0 737 44.67] [677 'University of Nevada, Las Vegas' 'USA' 39.54158 -119.81491 195 355 412 210 619 457 800 628.0 737 44.67] [678 'Hong Kong Baptist University' 'Hong Kong' 22.38742 114.208222 6 355 478 210 591 922 609 585.0 637 44.67] [679 'University of Minho' 'Portugal' 41.56104 -8.39647 6 355 478 210 590 641 363 642.0 338 44.67] [680 'University of Messina' 'Italy' 38.19241 15.54611 36 355 478 210 577 763 800 585.0 737 44.67] [681 'University of Texas at Arlington' 'USA' 32.728204 -97.116494 196 355 478 210 494 514 493 605.0 637 44.67] [682 'University François Rabelais, Tours' 'France' 47.590027 1.336672 32 188 478 210 684 503 609 663.0 481 44.67] [683 'UNESP, São Paulo State University' 'Brazil' nan nan 7 355 478 210 352 655 493 690.0 552 44.67] [684 'Toho University' 'Japan' 33.43709 130.84924 45 355 478 154 800 788 800 690.0 552 44.67] [685 'Beijing University of Chemical Technology' 'China' nan nan 33 355 405 210 619 974 800 749.0 259 44.67] [686 'Rutgers, The State University of New Jersey - Newark' 'USA' nan nan 197 355 478 210 855 498 609 569.0 737 44.66] [687 'Johannes Kepler University of Linz' 'Austria' 48.337559 14.321552 8 355 373 210 738 645 493 663.0 481 44.66] [688 'Warsaw University of Technology' 'Poland' 30.22792 120.03306 4 333 478 210 695 748 310 605.0 737 44.66] [689 'University of Paris 13' 'France' 30.22792 120.03306 33 355 478 210 672 783 609 585.0 737 44.66] [690 'University of Toyama' 'Japan' 30.22792 120.03306 46 355 323 210 659 736 609 675.0 737 44.66] [691 'University of Toledo' 'USA' 41.620028 -83.616552 198 355 478 210 625 553 800 618.0 373 44.66] [692 'University of Vigo' 'Spain' 30.22792 120.03306 22 355 478 210 570 786 406 618.0 481 44.66] [693 'University of Kent' 'United Kingdom' 51.29531 1.065416 51 355 375 210 656 458 609 663.0 737 44.65] [694 'Jichi Medical University' 'Japan' -4.42808 15.349372 47 355 478 210 894 621 609 585.0 552 44.65] [695 'Roma Tre University' 'Italy' 41.85547 12.469258 37 355 478 210 632 607 406 605.0 637 44.65] [696 'Chung Yuan Christian University' 'Taiwan' nan nan 9 225 230 210 754 952 800 897.0 737 44.65] [697 'University of Haifa' 'Israel' 30.22792 120.03306 7 355 363 210 587 448 609 690.0 552 44.65] [698 'Åbo Akademi University' 'Finland' 60.45399 22.279288 9 355 478 210 724 686 609 596.0 552 44.65] [699 'Swansea University' 'United Kingdom' 51.60806 -3.977397 52 355 355 210 533 544 609 703.0 552 44.65] [700 'China Agricultural University' 'China' 29.534288 106.479305 34 355 478 210 432 381 609 663.0 552 44.64] [701 'Marche Polytechnic University' 'Italy' 28.14626 -81.846932 38 355 478 210 666 639 800 596.0 737 44.64] [702 'University of Maine, Orono' 'USA' 44.89632 -68.67236 199 329 478 210 756 422 406 642.0 373 44.64] [703 'Heriot-Watt University' 'United Kingdom' 55.913482 -3.319527 53 355 381 210 602 601 609 690.0 552 44.64] [704 'Marquette University' 'USA' 43.037355 -87.920215 200 355 216 210 909 791 800 869.0 737 44.64] [705 'Loughborough University' 'United Kingdom' 52.762223 -1.238885 54 355 478 210 497 778 609 628.0 637 44.63] [706 'Kaiserslautern University of Technology' 'Germany' 30.22792 120.03306 46 355 478 210 652 483 800 605.0 737 44.63] [707 'Aston University' 'United Kingdom' 52.485549 -1.889436 55 355 331 210 839 879 493 739.0 338 44.63] [708 'University of Girona' 'Spain' 42.061865 2.819328 23 355 478 210 682 878 609 605.0 637 44.63] [709 'Hasselt University' 'Belgium' 50.935484 5.334128 9 355 309 210 816 892 609 703.0 737 44.63] [710 'Nanjing University of Science and Technology' 'China' 38.992518 -76.938904 35 355 243 210 852 938 406 843.0 637 44.63] [711 'University of Natural Resources and Life Sciences, Vienna' 'Austria' nan nan 9 355 478 210 746 629 800 605.0 552 44.63] [712 'University of Szeged' 'Hungary' 30.22792 120.03306 4 355 478 198 651 765 800 618.0 552 44.63] [713 'Soochow University (Suzhou)' 'China' nan nan 36 355 478 210 466 799 800 642.0 737 44.63] [714 'University of the Balearic Islands' 'Spain' 39.609284 2.964907 24 355 478 210 634 529 406 628.0 552 44.63] [715 'Fuzhou University' 'China' 26.06139 119.30611 37 355 420 210 786 974 609 769.0 259 44.63] [716 'University of Memphis' 'USA' 35.1187 -89.93731 201 355 390 210 782 592 609 724.0 338 44.62] [717 'San Francisco State University' 'USA' 37.72385 -122.479626 202 258 478 210 876 496 800 628.0 737 44.62] [718 'East Carolina University' 'USA' 35.608747 -77.369743 203 355 411 210 686 676 800 690.0 481 44.62] [719 'University of Augsburg' 'Germany' 32.637259 74.159491 47 355 478 210 780 668 609 605.0 737 44.62] [720 'University of Missouri–St. Louis' 'USA' nan nan 204 355 361 210 883 522 406 703.0 552 44.62] [721 'Kyoto Prefectural University of Medicine' 'Japan' nan nan 48 355 478 210 823 712 609 605.0 737 44.62] [722 'Shanghai University' 'China' 31.28553 121.5075 38 355 478 210 508 925 609 642.0 637 44.62] [723 'University of South Australia' 'Australia' -37.806214 140.766463 20 355 280 210 663 795 800 819.0 426 44.62] [724 'Liverpool John Moores University' 'United Kingdom' 53.412296 -2.980904 56 355 478 210 744 421 609 618.0 737 44.61] [725 'Graz University of Technology' 'Austria' 30.22792 120.03306 10 355 478 210 686 683 493 628.0 552 44.61] [726 'Kitasato University' 'Japan' 40.62239 141.23905 49 355 478 210 706 510 800 618.0 737 44.61] [727 'University of North Carolina at Charlotte' 'USA' 35.307659 -80.734156 205 355 264 210 749 671 493 832.0 637 44.61] [728 "G. d'Annunzio University, Chieti-Pescara" 'Italy' 42.368723 14.146804 39 355 478 210 733 574 609 618.0 737 44.61] [729 'University of Cantabria' 'Spain' 43.47363 -3.79904 25 355 478 210 596 637 406 663.0 481 44.61] [730 'Miguel Hernández University of Elche' 'Spain' 38.27628 -0.693246 26 355 478 210 769 584 800 690.0 307 44.61] [731 'Donghua University' 'China' 47.24501 124.64791 39 355 478 210 833 952 250 690.0 481 44.61] [732 'Comenius University in Bratislava' 'Slovak Republic' nan nan 1 355 478 210 709 625 493 628.0 737 44.6] [733 'University of Alabama in Huntsville' 'USA' 34.725084 -86.640445 206 355 478 210 886 443 800 618.0 737 44.6] [734 'Mie University' 'Japan' 34.448957 136.414169 50 355 478 210 805 834 609 675.0 338 44.6] [735 'University of Stirling' 'United Kingdom' 56.146981 -3.917376 57 355 334 210 804 717 609 716.0 737 44.6] [736 'Hunter College' 'USA' 40.768523 -73.963911 207 247 383 210 825 606 800 739.0 737 44.6] [737 'Swinburne University of Technology' 'Australia' -37.82208 145.03819 21 355 478 210 658 447 493 642.0 737 44.6] [738 'University of Ulster' 'United Kingdom' 55.146263 -6.679351 58 355 478 210 940 895 493 739.0 259 44.6] [739 "University of Évry Val d'Essonne" 'France' 48.532777 2.445185 34 355 478 210 998 363 609 628.0 737 44.59] [740 'University of Salerno' 'Italy' 30.22792 120.03306 40 355 478 210 518 809 609 675.0 552 44.59] [741 'National University of La Plata' 'Argentina' nan nan 2 355 476 210 546 523 406 703.0 737 44.59] [742 'Masaryk University' 'Czech Republic' 48.862239 2.207632 2 355 478 210 667 567 800 642.0 737 44.59] [743 'Yamaguchi University' 'Japan' 34.158384 131.460751 51 355 478 210 719 735 609 716.0 307 44.59] [744 'University of Yamanashi' 'Japan' 30.22792 120.03306 52 355 478 210 858 895 406 663.0 481 44.59] [745 'Showa University' 'Japan' 35.62792 138.53341 53 355 478 210 945 760 609 628.0 737 44.59] [746 'North Dakota State University - Main Campus' 'USA' 46.899743 -96.818746 208 155 478 210 692 772 800 769.0 737 44.59] [747 'University of North Texas, Denton' 'USA' 33.210049 -97.149744 209 355 478 210 683 658 609 675.0 426 44.59] [748 'University of Mississippi Medical Center' 'USA' 32.329057 -90.171671 210 355 478 210 791 571 493 642.0 737 44.58] [749 'University of Tehran' 'Iran' 35.74628 51.37939 1 171 478 210 519 974 800 769.0 737 44.58] [750 'Paul Valéry University, Montpellier III' 'France' 43.627798 3.869634 35 355 478 210 829 486 493 642.0 737 44.58] [751 'Wuhan University of Technology' 'China' 30.524318 114.344431 40 355 478 210 794 920 493 642.0 737 44.58] [752 'University of Hyogo' 'Japan' 30.22792 120.03306 54 355 478 210 765 463 493 663.0 552 44.58] [753 'The Catholic University of America' 'USA' 38.935039 -77.001003 211 355 314 210 949 560 406 756.0 552 44.58] [754 'University of Neuchâtel' 'Switzerland' 47.001964 6.807484 9 340 478 210 831 631 800 642.0 637 44.58] [755 'National Polytechnic Institute' 'Mexico' -0.438653 39.63732 2 322 478 210 549 572 406 756.0 307 44.58] [756 'Jikei University School of Medicine' 'Japan' 17.359614 -62.736724 55 355 478 210 975 711 609 642.0 637 44.58] [757 'University of Valladolid' 'Spain' 30.22792 120.03306 27 355 430 210 675 966 800 819.0 280 44.57] [758 'University of Calabria' 'Italy' 38.270419 16.024497 41 355 478 210 566 816 406 690.0 737 44.57] [759 'University of Lübeck' 'Germany' 53.8344 10.70392 48 355 478 210 910 587 800 642.0 737 44.57] [760 'Kurume University' 'Japan' 33.313227 130.518419 56 355 478 210 981 727 800 642.0 737 44.57] [761 'Peking Union Medical College' 'China' 39.910479 116.41011 41 355 478 210 281 308 800 909.0 637 44.57] [762 'Yamagata University' 'Japan' 38.249422 140.32938 57 355 478 210 760 719 609 675.0 481 44.57] [763 'University of Córdoba (Spain)' 'Spain' 38.001032 -4.771112 28 355 478 210 623 726 609 675.0 737 44.57] [764 'University of Mons' 'Belgium' 30.22792 120.03306 10 355 478 210 789 814 609 675.0 481 44.57] [765 'Saga University' 'Japan' 33.260768 130.295968 58 355 478 210 773 757 800 675.0 481 44.57] [766 'Clarkson University' 'USA' 44.662493 -74.998851 212 355 305 210 943 966 800 769.0 552 44.57] [767 'University of South Alabama' 'USA' 30.696878 -88.183593 213 355 478 210 966 739 800 724.0 307 44.56] [768 'Inje University' 'South Korea' 38.09473 128.24727 25 355 478 210 828 902 800 800.0 227 44.56] [769 'University of Caen Lower Normandy' 'France' 21.306893 -157.811018 36 193 478 210 626 801 609 756.0 552 44.56] [770 'University of Castilla–La Mancha' 'Spain' 30.22792 120.03306 29 355 478 210 631 754 609 690.0 552 44.56] [771 'Czech Technical University in Prague' 'Czech Republic' 2.202113 102.247069 3 336 478 210 698 793 406 690.0 737 44.56] [772 'Saitama Medical University' 'Japan' -4.42808 15.349372 59 355 478 210 912 635 609 690.0 426 44.56] [773 'Istanbul Technical University' 'Turkey' 2.202113 102.247069 4 355 388 210 641 858 363 769.0 637 44.56] [774 'Kaohsiung Medical University' 'Taiwan' -4.42808 15.349372 10 355 478 210 562 854 800 703.0 552 44.56] [775 'University of Electro-Communications' 'Japan' 33.644088 -117.855537 60 140 478 210 846 866 609 874.0 373 44.56] [776 'Yeungnam University' 'South Korea' 28.077051 -82.43741 26 355 454 210 768 966 800 874.0 227 44.55] [777 'Jawaharlal Nehru Centre for Advanced Scientific Research' 'India' 13.068493 77.610996 12 355 478 210 865 642 493 703.0 426 44.55] [778 'Putra University, Malaysia' 'Malaysia' 2.998003 101.71219 3 355 478 210 932 897 800 979.0 159 44.55] [779 'Institut national des sciences Appliquées de Lyon' 'France' 45.745088 4.870615 37 355 478 210 517 681 609 724.0 481 44.55] [780 'University of Perpignan Via Domitia' 'France' 43.183767 3.004218 38 144 478 210 957 563 609 832.0 737 44.55] [781 'University of Miyazaki' 'Japan' 30.22792 120.03306 61 259 478 210 924 690 609 800.0 280 44.55] [782 'Second Military Medical University' 'China' 29.54052 106.44506 42 355 478 210 641 725 609 756.0 307 44.55] [783 'Northern Arizona University' 'USA' 35.182447 -111.656441 214 355 478 210 934 416 609 690.0 552 44.55] [784 'École Polytechnique de Montréal' 'Canada' 12.609893 -7.957961 26 355 478 210 679 907 800 724.0 373 44.55] [785 'University of Salento' 'Italy' 40.35603 18.16709 42 355 478 210 662 685 493 703.0 637 44.54] [786 'Fukuoka University' 'Japan' 33.568796 130.396607 62 355 478 210 972 852 800 783.0 259 44.54] [787 'Nagoya Institute of Technology' 'Japan' 35.158751 136.925971 63 355 310 210 775 948 609 897.0 280 44.54] [788 'Ankara University' 'Turkey' 39.91987 32.85427 5 355 461 210 751 723 493 739.0 737 44.54] [789 'Blaise Pascal University' 'France' 45.782173 4.872462 39 355 478 210 735 689 406 716.0 481 44.54] [790 'University of Electronic Science and Technology of China' 'China' 30.74884 103.92474 43 355 400 210 589 910 800 897.0 259 44.54] [791 'National Sun Yat-sen University' 'Taiwan' nan nan 11 355 478 210 453 897 800 739.0 737 44.54] [792 'University of Rouen' 'France' 30.22792 120.03306 40 350 478 210 689 720 609 783.0 280 44.54] [793 'Bowling Green State University' 'USA' 41.388336 -83.625243 215 355 365 210 907 653 609 756.0 737 44.54] [794 'Norwegian University of Life Sciences' 'Norway' 35.637817 139.38474 5 355 478 210 757 578 493 703.0 637 44.54] [795 'University of Picardie Jules Verne' 'France' nan nan 41 355 478 210 803 767 363 724.0 481 44.54] [796 'Michigan Technological University' 'USA' 47.115262 -88.54616 216 323 478 210 779 768 406 724.0 481 44.53] [797 'University of Concepción' 'Chile' 30.22792 120.03306 3 355 478 210 704 452 800 724.0 426 44.53] [798 'China Medical University (Taiwan)' 'Taiwan' 24.153966 120.683265 12 355 478 210 475 680 800 739.0 737 44.53] [799 'University of Hohenheim' 'Germany' 48.71166 9.210402 49 355 478 210 753 665 609 703.0 637 44.53] [800 'Aberystwyth University' 'United Kingdom' 52.418692 -4.062957 59 355 478 210 818 562 493 716.0 481 44.53] [801 'Wilfrid Laurier University' 'Canada' 43.47433 -80.526007 27 355 240 210 987 920 800 948.0 737 44.53] [802 'Cairo University' 'Egypt' 30.027129 31.206101 1 310 473 176 701 729 609 843.0 737 44.52] [803 'University of Murcia' 'Spain' 37.948175 -1.403913 30 355 478 210 547 745 493 756.0 426 44.52] [804 'Palacký University, Olomouc' 'Czech Republic' 49.59543 17.26036 4 355 478 210 771 559 609 724.0 481 44.52] [805 'Taipei Medical University' 'Taiwan' -4.42808 15.349372 13 355 478 210 542 888 493 749.0 552 44.52] [806 'University of Bradford' 'United Kingdom' 53.791012 -1.765364 60 355 341 210 851 755 609 819.0 481 44.52] [807 'King Fahd University of Petroleum and Minerals' 'Saudi Arabia' 31.550535 35.399375 3 355 230 210 954 938 800 970.0 737 44.52] [808 'Ege University' 'Turkey' 48.898362 9.188867 6 355 478 210 734 822 406 724.0 737 44.52] [809 'University of Belgrade' 'Serbia' 44.81841 20.38753 1 280 478 210 448 702 493 800.0 737 44.51] [810 'University of Eastern Piedmont Amedeo Avogadro""' 'Italy' 12.503813 124.666418 43 355 478 210 835 675 609 716.0 637 44.51] [811 'Budapest University of Technology and Economics' 'Hungary' -33.731644 18.963102 5 238 478 210 714 758 800 769.0 552 44.51] [812 'University of Salzburg' 'Austria' 32.637259 74.159491 11 355 367 210 970 703 800 783.0 737 44.51] [813 'University of Massachusetts Lowell' 'USA' 42.38898 -72.5287 217 355 478 210 926 928 406 874.0 227 44.51] [814 'Jaume I University' 'Spain' 41.557858 2.094742 31 355 478 210 806 948 609 739.0 481 44.5] [815 'Chongqing University' 'China' 29.565015 106.548238 44 355 302 210 705 871 609 874.0 637 44.5] [816 'Beijing Institute of Technology' 'China' 14.629227 121.225353 45 355 478 210 601 959 609 749.0 637 44.5] [817 'Manchester Metropolitan University' 'United Kingdom' 53.47008 -2.23908 61 355 442 210 919 679 800 800.0 481 44.5] [818 'Zhengzhou University' 'China' 34.786016 113.67907 46 355 463 210 725 778 800 783.0 637 44.49] [819 'Dublin City University' 'Ireland' 53.38512 -6.25897 6 355 478 210 807 959 493 843.0 280 44.49] [820 'National University of Ireland, Maynooth' 'Ireland' 53.38317 -6.60034 7 215 478 210 1000 716 800 800.0 552 44.49] [821 'Kangwon National University' 'South Korea' 14.604211 120.99427 27 355 478 210 707 850 609 800.0 338 44.49] [822 'Royal Veterinary College, University of London' 'United Kingdom' 51.536557 -0.133548 62 205 478 210 827 551 493 819.0 737 44.49] [823 'Wright State University - Dayton' 'USA' 39.784142 -84.058515 218 355 478 210 794 845 800 739.0 737 44.49] [824 'Capital Medical University' 'China' 39.955654 -82.93851 47 355 478 210 618 800 609 756.0 737 44.48] [825 'University of Brighton' 'United Kingdom' 50.754498 0.263696 63 355 478 210 860 841 800 749.0 552 44.48] [826 'Sofia University' 'Bulgaria' 37.430678 -122.109306 1 234 478 210 798 874 406 819.0 737 44.48] [827 'University of Regina' 'Canada' 50.413695 -104.590282 28 355 478 210 889 740 609 800.0 338 44.48] [828 'Magna Græcia University of Catanzaro' 'Italy' nan nan 44 355 478 210 939 781 800 749.0 552 44.48] [829 'Chungbuk National University' 'South Korea' 14.604211 120.99427 28 355 478 210 751 863 800 819.0 338 44.47] [830 'Kōchi University' 'Japan' 33.556213 133.557536 64 355 478 210 925 788 800 769.0 426 44.47] [831 'University of New Brunswick' 'Canada' 45.942744 -66.648702 29 355 329 210 719 784 800 874.0 552 44.47] [832 'Sejong University' 'South Korea' 36.59245 127.29223 29 355 478 210 778 826 800 800.0 373 44.47] [833 'Sharif University of Technology' 'Iran' 30.164673 71.495645 2 355 478 210 588 938 493 783.0 737 44.47] [834 'Chung-Ang University' 'South Korea' -34.637854 -58.438563 30 355 478 210 676 775 609 874.0 280 44.47] [835 'Queens College, City University of New York' 'USA' 40.736683 -73.819666 219 303 368 210 992 669 800 869.0 637 44.46] [836 'Murdoch University' 'Australia' -32.066391 115.835014 22 355 478 210 812 492 800 756.0 737 44.46] [837 'Chosun University' 'South Korea' 34.052301 -118.31042 31 355 478 210 918 974 800 970.0 194 44.46] [838 'Vilnius University' 'Lithuania' 54.700902 25.251531 1 326 478 210 790 728 609 769.0 737 44.46] [839 'University of Maribor' 'Slovenia' 30.22792 120.03306 2 355 478 210 866 810 609 769.0 552 44.46] [840 'Ritsumeikan University' 'Japan' 35.033328 135.724915 65 355 281 210 870 884 493 973.0 426 44.46] [841 'University of Sassari' 'Italy' 40.714376 8.977134 45 355 478 210 740 605 800 769.0 737 44.46] [842 'Nanjing Normal University' 'China' 14.587555 120.983332 48 355 436 210 777 699 609 849.0 552 44.45] [843 'University of Franche-Comté' 'France' 50.842406 4.373996 42 284 478 210 832 833 609 800.0 637 44.45] [844 'University of Texas at El Paso' 'USA' 31.774171 -106.505475 220 355 391 210 897 817 609 849.0 737 44.45] [845 'Rio de Janeiro State University' 'Brazil' -22.367493 -42.491546 8 355 478 210 754 856 493 783.0 637 44.45] [846 'Jinan University' 'China' 36.66833 116.99722 49 355 290 210 855 880 800 956.0 481 44.45] [847 'University of Massachusetts Boston' 'USA' 42.313694 -71.039083 221 355 478 210 864 704 406 783.0 737 44.45] [848 'University of Alcalá' 'Spain' 30.22792 120.03306 32 355 478 210 738 698 800 783.0 637 44.45] [849 'Tehran University of Medical Sciences' 'Iran' 35.74628 51.37939 3 355 478 210 603 903 800 800.0 737 44.45] [850 'University of the Ryukyus' 'Japan' 18.007532 -76.781026 66 355 478 210 887 657 609 783.0 552 44.45] [851 'University of Angers' 'France' 30.22792 120.03306 43 355 478 210 824 805 800 783.0 552 44.45] [852 'Fluminense Federal University' 'Brazil' -22.9067 -43.13304 9 355 300 210 783 922 609 937.0 737 44.45] [853 'Florida Institute of Technology' 'USA' 28.064278 -80.622758 222 355 478 210 959 699 363 800.0 737 44.44] [854 'Trent University' 'Canada' 44.357201 -78.290692 30 355 478 210 912 829 493 783.0 637 44.44] [855 'National Chung Cheng University' 'Taiwan' nan nan 14 355 478 210 760 987 800 783.0 737 44.44] [856 'Bilkent University' 'Turkey' 39.907588 32.765829 7 355 478 210 788 782 609 783.0 737 44.44] [857 'National Taiwan Normal University' 'Taiwan' nan nan 15 355 345 210 721 890 493 897.0 737 44.44] [858 'Saitama University' 'Japan' 35.859414 139.606266 67 355 318 210 912 603 493 909.0 637 44.44] [859 'RMIT University' 'Australia' -37.743993 142.058302 23 355 478 210 690 959 800 800.0 637 44.44] [860 'Hamamatsu University School of Medicine' 'Japan' 17.359614 -62.736724 68 355 478 210 966 901 609 783.0 637 44.44] [861 'University of Greifswald' 'Germany' 54.090431 13.406263 50 355 478 203 741 493 800 800.0 637 44.44] [862 'University of Pécs' 'Hungary' 30.22792 120.03306 6 355 478 210 963 834 800 832.0 373 44.44] [863 'University of Fukui' 'Japan' 30.22792 120.03306 69 355 478 210 879 761 800 783.0 737 44.44] [864 'Oakland University' 'USA' 42.664582 -83.213875 223 355 478 210 883 842 800 783.0 737 44.44] [865 'Nanjing University of Technology' 'China' 30.22792 120.03306 50 355 478 210 810 987 800 948.0 227 44.44] [866 'University of Technology, Sydney' 'Australia' 30.22792 120.03306 24 355 478 210 613 696 493 849.0 426 44.43] [867 'University of North Carolina at Greensboro' 'USA' 36.070675 -79.812927 224 355 478 210 936 849 609 800.0 552 44.43] [868 'All India Institute of Medical Sciences, New Delhi' 'India' 28.569224 77.212673 13 355 478 210 879 853 609 800.0 637 44.43] [869 'Kyoto Institute of Technology' 'Japan' 14.629227 121.225353 70 355 478 210 927 831 800 874.0 307 44.43] [870 'Ocean University of China' 'China' 36.066718 120.332367 51 355 478 210 703 824 800 832.0 481 44.43] [871 'Chiang Mai University' 'Thailand' 18.80259 98.95156 3 355 478 210 838 706 609 800.0 737 44.43] [872 'University of Camerino' 'Italy' 30.22792 120.03306 46 355 478 210 844 804 800 800.0 637 44.43] [873 'Hirosaki University' 'Japan' 40.819697 140.760372 71 355 478 210 952 819 609 832.0 426 44.43] [874 'University of North Dakota' 'USA' 47.920512 -97.066665 225 355 478 210 935 647 800 832.0 426 44.43] [875 'University of Extremadura' 'Spain' 30.22792 120.03306 33 355 478 210 729 871 800 819.0 637 44.42] [876 'Teikyo University' 'Japan' 54.76353 -1.582251 72 355 478 210 965 738 800 800.0 737 44.42] [877 'Jiangnan University' 'China' 22.78722 108.28354 52 355 478 210 873 922 800 819.0 552 44.42] [878 'Adam Mickiewicz University in Poznań' 'Poland' 52.40813 16.91543 5 233 478 210 665 762 800 897.0 481 44.42] [879 'University of Waikato' 'New Zealand' -37.787786 175.3155 6 355 340 210 973 860 493 923.0 481 44.42] [880 'University of Veterinary Medicine Vienna' 'Austria' 32.637259 74.159491 12 355 478 210 853 691 609 819.0 637 44.42] [881 'University of Cádiz' 'Spain' 40.26438 -80.99801 34 355 478 210 863 793 800 849.0 373 44.42] [882 'Florida Atlantic University' 'USA' 26.11959 -80.141697 226 355 478 210 848 701 800 819.0 737 44.42] [883 'Huazhong Agricultural University' 'China' 51.709988 -1.995258 53 355 478 210 691 570 609 849.0 481 44.41] [884 'Brock University' 'Canada' 43.119424 -79.247429 31 355 478 210 899 746 609 832.0 552 44.41] [885 'University of Lleida' 'Spain' 30.22792 120.03306 35 355 478 210 871 888 609 832.0 637 44.41] [886 'Shanghai Normal University' 'China' 31.23029 121.41069 54 355 458 210 974 938 800 874.0 737 44.41] [887 'Jean Monnet University' 'France' 38.719924 -9.147029 44 355 478 210 661 472 800 849.0 552 44.41] [888 'Shimane University' 'Japan' 35.019795 132.512404 73 355 478 210 922 693 609 832.0 637 44.41] [889 'University of Orléans' 'France' 30.03113 -90.064765 45 355 478 210 743 509 609 843.0 637 44.41] [890 'University of Siegen' 'Germany' 30.22792 120.03306 51 355 478 210 877 714 406 843.0 737 44.41] [891 'Makerere University' 'Uganda' 0.335462 32.568422 1 355 478 210 915 708 609 832.0 737 44.4] [892 'University of Wales, Trinity Saint David' 'United Kingdom' 51.485544 -3.181358 64 355 478 210 966 859 406 843.0 737 44.4] [893 'National Taiwan University of Science and Technology' 'Taiwan' 38.992518 -76.938904 16 355 478 210 610 974 800 849.0 737 44.4] [894 'University of Brasília' 'Brazil' 30.22792 120.03306 10 355 450 210 785 777 800 897.0 737 44.4] [895 'University of Western Brittany' 'France' 45.542848 -122.524029 46 355 478 210 834 644 800 849.0 481 44.4] [896 'Nanjing Agricultural University' 'China' 51.709988 -1.995258 55 355 478 210 674 766 800 849.0 637 44.4] [897 'National University of Córdoba' 'Argentina' -2.615143 29.742563 3 355 478 210 713 818 609 849.0 737 44.39] [898 'Federal University of Santa Catarina' 'Brazil' -22.86285 -43.22884 11 355 478 210 608 959 800 869.0 737 44.39] [899 'National Taiwan Ocean University' 'Taiwan' nan nan 17 355 317 210 774 934 800 956.0 737 44.39] [900 'Gazi University' 'Turkey' 39.780745 32.807644 8 355 478 210 742 952 609 849.0 737 44.39] [901 'National University of Colombia' 'Colombia' 5.0556 -75.4867 2 355 297 210 882 748 609 979.0 737 44.39] [902 'University of Jaén' 'Spain' 30.22792 120.03306 36 355 478 210 932 864 493 874.0 426 44.39] [903 'Boğaziçi University' 'Turkey' 41.08475 29.051 9 355 478 210 817 820 493 849.0 737 44.39] [904 'Jadavpur University' 'India' 22.561349 88.412862 14 355 478 210 871 987 493 849.0 737 44.39] [905 'Pukyong National University' 'South Korea' 14.604211 120.99427 32 355 478 210 904 952 800 889.0 373 44.39] [906 'University of Western Sydney' 'Australia' 45.542848 -122.524029 25 355 478 210 693 591 609 869.0 737 44.39] [907 'Northeastern University (China)' 'China' 42.339439 -71.087588 56 355 425 210 797 966 800 917.0 737 44.39] [908 'University of Mannheim' 'Germany' 49.483 8.46181 52 355 478 210 949 885 493 849.0 737 44.39] [909 'University of Osnabrück' 'Germany' 52.273391 8.061435 53 355 478 210 841 628 800 849.0 737 44.38] [910 'Charles Darwin University' 'Australia' -12.372784 130.869321 26 355 478 210 911 694 609 849.0 737 44.38] [911 'University of Hyderabad' 'India' 17.452321 78.330084 15 355 478 210 857 938 800 849.0 737 44.38] [912 'Northwest University (China)' 'China' 30.52047 114.39637 57 355 478 210 969 751 609 849.0 737 44.38] [913 'University of Southern Mississippi' 'USA' 30.375324 -89.613997 227 355 478 210 903 840 800 849.0 737 44.38] [914 'University of Wrocław' 'Poland' 51.11399 17.03393 6 344 478 210 732 812 800 869.0 737 44.38] [915 'Carlos III University of Madrid' 'Spain' 40.4749 -3.697066 37 355 478 210 669 959 800 948.0 307 44.38] [916 'Novosibirsk State University' 'Russia' 35.95422 -90.45997 3 147 478 210 875 910 609 994.0 737 44.38] [917 'Nanjing Medical University' 'China' -4.42808 15.349372 58 355 478 210 672 715 800 874.0 737 44.38] [918 'Nicolaus Copernicus University in Toruń' 'Poland' 53.01966 18.57147 7 355 478 210 879 839 493 874.0 552 44.38] [919 'Federal University of Santa Maria' 'Brazil' -22.86285 -43.22884 12 355 414 210 985 974 800 923.0 737 44.37] [920 'Chemnitz University of Technology' 'Germany' 30.22792 120.03306 54 355 330 210 988 952 800 985.0 373 44.37] [921 'Southwest University' 'China' 31.759174 -106.491709 59 264 478 210 760 875 609 909.0 737 44.37] [922 'Wrocław University of Technology' 'Poland' 30.22792 120.03306 8 355 443 210 771 900 800 937.0 737 44.37] [923 'University of California, Merced' 'USA' 37.367813 -120.421858 228 355 478 210 957 576 800 923.0 338 44.37] [924 'United Arab Emirates University' 'United Arab Emirates' 24.198681 55.676969 1 355 478 210 983 821 800 897.0 426 44.36] [925 'Federal University of São Carlos' 'Brazil' -22.86285 -43.22884 13 355 478 210 688 934 800 889.0 737 44.36] [926 'University of Thessaly' 'Greece' 30.22792 120.03306 7 355 478 210 867 974 609 874.0 737 44.36] [927 'University of Basilicata' 'Italy' 30.22792 120.03306 47 355 478 210 938 886 609 874.0 737 44.36] [928 'Feng Chia University' 'Taiwan' 30.94917 121.08528 18 355 376 210 869 987 800 956.0 737 44.36] [929 'Federal University of Paraná' 'Brazil' -22.86285 -43.22884 14 355 478 210 730 787 800 889.0 737 44.36] [930 'University of Almería' 'Spain' 30.22792 120.03306 38 355 478 210 959 966 800 874.0 737 44.36] [931 'Hallym University' 'South Korea' 28.077051 -82.43741 33 355 478 210 942 950 800 889.0 552 44.36] [932 'Fourth Military Medical University' 'China' 29.54052 106.44506 60 355 478 210 680 747 609 909.0 552 44.36] [933 'University of the Republic (Uruguay)' 'Uruguay' nan nan 1 355 478 210 940 744 800 889.0 737 44.35] [934 'Dokuz Eylül University' 'Turkey' 38.32328 27.14245 10 355 478 210 948 914 800 889.0 737 44.35] [935 'Nanjing University of Aeronautics and Astronautics' 'China' 39.729513 -105.121827 61 355 478 210 775 974 800 897.0 737 44.35] [936 'Public University of Navarre' 'Spain' -35.232117 149.081051 39 355 478 210 959 803 800 897.0 552 44.35] [937 'University of A Coruña' 'Spain' 44.045707 -123.078549 40 355 478 210 947 899 800 917.0 426 44.35] [938 'Isfahan University of Technology' 'Iran' 32.71683 51.530916 4 355 478 210 722 904 609 909.0 737 44.34] [939 'University of New England (Australia)' 'Australia' 43.458911 -70.387763 27 355 478 210 916 552 493 909.0 637 44.34] [940 'Federal University of Pernambuco' 'Brazil' -22.86285 -43.22884 15 355 478 210 765 883 800 948.0 373 44.34] [941 'Jiangsu University' 'China' 32.192899 119.477502 62 355 478 210 836 959 800 985.0 280 44.34] [942 'Third Military Medical University' 'China' 29.54052 106.44506 63 355 478 210 800 844 609 923.0 481 44.34] [943 'South China Normal University' 'China' 30.526164 114.355532 64 355 478 210 737 932 800 917.0 637 44.33] [944 'University of Limerick' 'Ireland' 52.673072 -8.572862 8 355 478 210 897 868 800 948.0 373 44.33] [945 'Xiangtan University' 'China' 27.85 112.9 65 355 393 210 893 918 800 973.0 737 44.33] [946 'Yangzhou University' 'China' 32.39722 119.43583 66 355 478 210 928 907 800 909.0 737 44.33] [947 'Northwestern Polytechnical University' 'China' 42.059592 -87.678695 67 355 417 210 628 987 800 985.0 737 44.33] [948 'University of Reims Champagne-Ardenne' 'France' nan nan 47 355 478 210 977 868 609 923.0 481 44.33] [949 'Ibaraki University' 'Japan' 36.282688 140.437698 74 355 478 210 995 439 609 917.0 737 44.33] [950 'Chung Shan Medical University' 'Taiwan' nan nan 19 355 478 210 750 987 609 923.0 737 44.32] [951 'Alexandria University' 'Egypt' 31.20194 29.90528 2 254 478 210 963 950 800 956.0 737 44.32] [952 'Yuan Ze University' 'Taiwan' 47.695972 8.632149 20 355 478 210 894 974 800 917.0 737 44.32] [953 'University of Cyprus' 'Cyprus' 35.159929 33.377647 1 355 478 210 802 887 609 923.0 737 44.32] [954 'University of Silesia' 'Poland' 30.22792 120.03306 9 355 478 210 815 843 609 923.0 737 44.32] [955 'Southern Medical University' 'China' 32.41562 -81.783096 68 355 478 210 873 737 800 923.0 637 44.32] [956 'Shiraz University' 'Iran' 29.651571 52.507271 5 355 478 210 860 952 609 923.0 737 44.32] [957 'University of Bucharest' 'Romania' 44.43556 26.10124 1 321 478 210 837 776 609 937.0 737 44.32] [958 'Mansoura University' 'Egypt' 31.044632 31.353416 3 355 478 210 978 974 609 923.0 737 44.31] [959 'Amirkabir University of Technology' 'Iran' 30.22792 120.03306 6 355 478 210 769 952 609 937.0 737 44.31] [960 'Beijing Jiaotong University' 'China' 39.95174 116.33283 69 355 478 210 971 987 800 997.0 280 44.31] [961 'University of Valenciennes and Hainaut-Cambresis' 'France' nan nan 48 355 478 210 840 938 493 937.0 737 44.31] [962 'University of the Algarve' 'Portugal' 37.04396 -7.97219 7 355 478 210 951 826 800 923.0 737 44.31] [963 'University of Chemistry and Technology, Prague' 'Czech Republic' 38.999092 117.311843 5 355 478 210 994 871 800 923.0 737 44.31] [964 'Federal University of Ceará' 'Brazil' -22.86285 -43.22884 16 355 478 210 826 806 800 937.0 737 44.31] [965 'Ain Shams University' 'Egypt' 30.06515 31.27905 4 355 478 210 891 848 609 937.0 737 44.31] [966 'University of Oldenburg' 'Germany' 32.637259 74.159491 55 355 478 210 849 831 800 937.0 737 44.31] [967 'Federal University of Bahia' 'Brazil' -22.86285 -43.22884 17 355 478 210 981 856 609 937.0 737 44.31] [968 'Hunan Normal University' 'China' 28.188136 112.943469 70 355 478 210 923 915 800 937.0 737 44.3] [969 'Western Michigan University' 'USA' 42.283227 -85.614837 229 355 478 210 962 815 800 937.0 737 44.3] [970 'University of Seoul' 'South Korea' 30.22792 120.03306 34 355 478 210 997 938 609 948.0 552 44.3] [971 'Federico Santa María Technical University' 'Chile' nan nan 4 355 478 210 984 938 493 966.0 481 44.3] [972 'Ryerson University' 'Canada' 43.657719 -79.378749 32 355 478 210 813 966 609 956.0 637 44.3] [973 'South China Agricultural University' 'China' nan nan 71 355 478 210 946 830 800 948.0 737 44.3] [974 'Fu Jen Catholic University' 'Taiwan' nan nan 21 355 478 210 978 891 800 948.0 737 44.3] [975 'China Pharmaceutical University' 'China' 30.52047 114.39637 72 355 478 210 919 987 800 956.0 552 44.3] [976 'Tarbiat Modares University' 'Iran' nan nan 7 355 478 210 811 987 800 956.0 737 44.29] [977 'University of Puerto Rico at Mayagüez' 'Puerto Rico' 18.212506 -67.141228 1 355 478 210 999 778 609 956.0 737 44.29] [978 'National University of Rosario' 'Argentina' -2.615143 29.742563 4 355 478 210 976 811 800 956.0 737 44.29] [979 "University of Pau and Pays de l'Adour" 'France' nan nan 49 355 478 210 988 987 800 956.0 737 44.29] [980 'Xidian University' 'China' 34.123583 108.83546 73 355 478 210 888 974 800 985.0 373 44.29] [981 'Zhejiang University of Technology' 'China' 30.22792 120.03306 74 355 478 210 917 987 800 966.0 637 44.28] [982 'China Medical University (PRC)' 'China' 24.153966 120.683265 75 355 478 210 849 709 800 966.0 737 44.28] [983 'Federal University of ABC' 'Brazil' -22.86285 -43.22884 18 355 478 210 952 904 609 966.0 737 44.28] [984 'King Juan Carlos University' 'Spain' 40.730296 -73.99854 41 355 478 210 859 836 800 970.0 737 44.27] [985 'Beijing University of Technology' 'China' 30.22792 120.03306 76 355 478 210 809 938 609 973.0 637 44.27] [986 'Guangxi University' 'China' 23.195911 109.121704 77 313 478 210 919 974 800 979.0 637 44.27] [987 'Northwest A&F University' 'China' 69.50061 -121.50445 78 355 478 210 787 894 800 973.0 737 44.27] [988 'Shanxi University' 'China' 37.586939 112.248176 79 355 478 210 885 907 800 973.0 737 44.26] [989 'Tamkang University' 'Taiwan' 28.077051 -82.43741 22 355 478 210 929 974 800 973.0 737 44.26] [990 'Harbin Medical University' 'China' 45.816636 126.558394 80 355 478 210 900 862 800 979.0 737 44.26] [991 'Zhejiang Normal University' 'China' 30.22792 120.03306 81 355 478 210 905 932 800 979.0 737 44.26] [992 'King Abdulaziz University' 'Saudi Arabia' 21.496441 39.24895 4 355 470 210 843 688 609 998.0 637 44.26] [993 'Iran University of Science and Technology' 'Iran' 38.992518 -76.938904 8 355 478 210 822 987 493 989.0 737 44.25] [994 'I-Shou University' 'Taiwan' -0.321708 31.741888 23 355 478 210 878 987 800 989.0 737 44.24] [995 'University of Maine (Le Mans)' 'France' nan nan 50 355 478 210 990 918 800 989.0 637 44.24] [996 'National Dong Hwa University' 'Taiwan' nan nan 24 355 478 210 901 934 800 989.0 737 44.24] [997 'National Taipei University of Technology' 'Taiwan' -20.161398 28.642805 25 355 478 210 867 987 800 994.0 737 44.24] [998 'Shaanxi Normal University' 'China' 14.587555 120.983332 82 355 478 210 956 965 800 994.0 737 44.23] [999 'National University of Defense Technology' 'China' -20.161398 28.642805 83 355 478 210 860 973 800 999.0 637 44.21] [1000 'Yanbian University' 'China' 42.925252 129.52696 84 355 478 210 890 790 800 1000.0 737 44.18] [1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 1.0 3 100.0] [2 'Stanford University' 'USA' 41.513101 -81.607469 2 9 2 4 5 3 3 4.0 10 98.66] [3 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 3 11 2 15 2 2 2.0 1 97.54] [4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 2 10 5 11 6 12 13.0 48 96.81] [5 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 7 13 10 7 12 7 9.0 15 96.46] [6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 6 9 13 13 11 12.0 4 96.14] [7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 5 21 6 10 4 4 7.0 29 92.25] [8 'University of Chicago' 'USA' 41.78976 -87.59977 6 11 14 8 17 16 12 22.0 141 90.7] [9 'Princeton University' 'USA' 40.339911 -74.657391 7 4 15 3 72 25 24 33.0 225 89.42] [10 'Cornell University' 'USA' 42.452314 -76.475568 8 12 18 14 24 15 25 22.0 11 86.79] [11 'Yale University' 'USA' 41.314614 -72.926488 9 10 26 11 18 8 35 20.0 49 86.61] [12 'California Institute of Technology' 'USA' 34.137827 -118.125371 10 6 328 7 53 9 19 25.0 13 84.4] [13 'University of Tokyo' 'Japan' 35.71339 139.76232 1 16 3 38 14 19 31 29.0 7 78.23] [14 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 20 4 28 8 18 14 9.0 14 77.6] [15 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12 28 27 13 6 14 8 6.0 9 76.91] [16 'Johns Hopkins University' 'USA' 44.49477 11.355897 13 18 84 16 4 11 5 3.0 2 71.6] [17 'Kyoto University' 'Japan' 35.032404 135.721065 2 22 16 24 30 42 88 60.0 16 68.6] [18 'New York University' 'USA' 41.309439 19.801928 14 32 22 18 47 29 46 32.0 43 68.39] [19 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 15 24 17 140 3 20 6 14.0 12 68.36] [20 'Swiss Federal Institute of Technology in Zurich' 'Switzerland' 10.231468 76.40878 1 17 64 17 44 27 39 79.0 57 66.93] [21 'University of California, San Diego' 'USA' 37.367813 -120.421858 16 36 567 19 16 5 15 15.0 17 66.59] [22 'Northwestern University' 'USA' 42.059592 -87.678695 17 163 12 104 27 34 27 26.0 42 66.56] [23 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 164 15 120 97 368 143.0 35 65.71] [24 'Seoul National University' 'South Korea' 37.45917 126.95194 1 367 9 218 36 163 146 112.0 6 64.82] [25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 29 29 34 21 24 22 27.0 27 64.51] [26 'University of California, San Francisco' 'USA' 37.367813 -120.421858 19 367 567 20 22 7 15 11.0 56 63.69] [27 'University College London' 'United Kingdom' 43.00814 -81.273361 3 21 447 27 12 22 15 18.0 67 62.27] [28 'Duke University' 'USA' 36.000715 -78.941806 20 74 31 56 19 23 15 16.0 33 61.55] [29 'Rockefeller University' 'USA' 40.761659 -73.956039 21 49 567 12 372 28 115 70.0 289 61.28] [30 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 75 36 25 48 50 26 71.0 38 61.14] [31 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 23 48 103 41 9 10 10 5.0 40 60.61] [32 'University of Toronto' 'Canada' 43.662026 -79.397364 1 70 51 32 2 17 9 8.0 145 60.04] [33 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929 24 33 75 21 40 48 42 74.0 65 59.94] [34 'Keio University' 'Japan' 35.38814 139.42745 3 284 5 218 309 246 368 270.0 80 59.84] [35 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 4 90 82 30 19 26 23 19.0 47 59.61] [36 'École Polytechnique' 'France' 33.545604 -7.663752 1 98 7 216 327 314 234 295.0 172 59.2] [37 'École normale supérieure - Paris' 'France' 48.884064 2.309272 2 8 502 54 379 157 645 295.0 871 58.8] [38 'Waseda University' 'Japan' 35.70863 139.71958 4 288 8 218 406 389 368 388.0 248 58.17] [39 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 19 567 22 246 63 234 143.0 45 57.17] [40 'University of North Carolina at Chapel Hill' 'USA' 35.904627 -79.054489 25 124 69 86 32 32 19 21.0 41 57.09] [41 'University of Virginia' 'USA' 37.969054 -78.461504 26 209 20 126 94 74 88 90.0 97 56.73] [42 'McGill University' 'Canada' 45.506874 -73.578701 2 34 37 75 33 53 44 34.0 132 56.49] [43 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 27 55 33 47 75 95 68 117.0 28 56.39] [44 'Dartmouth College' 'USA' 43.704269 -72.289381 28 40 19 218 246 167 136 154.0 63 56.35] [45 'Osaka University' 'Japan' 34.691802 135.50506 5 46 39 75 50 58 182 67.0 18 56.03] [46 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285 -79.95922 29 79 169 218 25 57 21 24.0 50 55.63] [47 'Pennsylvania State University, University Park' 'USA' 40.80395 -77.85722 30 230 44 62 49 43 28 38.0 92 55.54] [48 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31 63 130 63 23 40 31 28.0 59 55.51] [49 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 32 96 87 82 28 52 31 38.0 44 55.39] [50 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 33 91 40 37 100 66 46 89.0 61 55.23] [51 'University of Southern California' 'USA' 34.021388 -118.286358 34 152 62 39 57 64 101 56.0 34 55.12] [52 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 35 101 96 71 41 21 29 17.0 169 55.03] [53 'University of California, Davis' 'USA' 38.537811 -121.757623 36 54 227 59 29 33 35 52.0 62 54.85] [54 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 37 80 67 31 96 38 45 74.0 133 54.62] [55 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 44 127 33 54 37 65 43.0 228 54.39] [56 'Peking University' 'China' 51.715553 -1.292015 1 182 38 218 52 131 182 125.0 20 54.26] [57 'National Taiwan University' 'Taiwan' 14.604211 120.99427 1 92 25 218 46 223 182 204.0 695 54.23] [58 'University of Paris-Sud' 'France' 48.861587 2.310672 3 26 393 26 73 86 115 97.0 324 54.21] [59 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14 175 48 268 254 287 344.0 861 54.19] [60 'University of Florida' 'USA' 29.638801 -82.352647 38 214 276 96 37 73 46 59.0 5 54.18] [61 'Carnegie Mellon University' 'USA' -34.928125 138.601184 39 25 160 23 211 225 78 150.0 165 54.0] [62 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 81 275 93 26 36 37 34.0 81 53.92] [63 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 30 404 88 31 35 68 63.0 87 53.79] [64 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858 40 133 280 29 111 59 46 55.0 77 53.63] [65 'National University of Singapore' 'Singapore' 1.293748 103.769631 1 367 98 218 34 125 78 90.0 25 53.44] [66 'Boston University' 'USA' 42.352261 -71.121401 41 303 54 83 60 45 37 34.0 135 53.43] [67 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 99 92 72 43 70 29 53.0 142 53.38] [68 'University of Arizona' 'USA' 32.228613 -110.97637 42 139 55 87 74 39 31 49.0 235 53.26] [69 'Vanderbilt University' 'USA' 36.143941 -86.80324 43 87 94 110 55 62 59 41.0 51 53.05] [70 'University of Utah' 'USA' 40.762955 -111.835699 44 97 105 67 97 65 101 90.0 19 52.89] [71 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 149 567 36 51 54 52 34.0 743 52.79] [72 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 45 68 210 43 58 47 39 67.0 280 52.72] [73 'Tohoku University' 'Japan' 38.253095 140.873659 6 41 170 218 68 127 115 119.0 22 52.57] [74 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 117 149 64 38 31 59 31.0 432 52.51] [75 'University of Texas Southwestern Medical Center' 'USA' 34.592424 -98.463021 46 59 567 35 131 30 78 40.0 173 52.5] [76 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484 120.981999 1 38 402 51 69 61 46 46.0 243 52.32] [77 'University of Notre Dame' 'USA' 51.508262 -0.130417 47 221 24 155 242 242 182 235.0 352 52.27] [78 'Tsinghua University' 'China' 22.614462 113.858464 2 309 73 218 63 158 65 156.0 30 52.21] [79 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 2 42 129 92 66 55 53 51.0 167 52.16] [80 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 48 135 60 218 107 152 78 106.0 36 52.08] [81 'University of Rochester' 'USA' 43.12923 -77.62806 49 72 53 113 114 118 68 79.0 64 52.03] [82 'Katholieke Universiteit Leuven' 'Belgium' 50.87672 4.70921 1 367 202 218 35 92 53 46.0 74 52.03] [83 'Brown University' 'USA' 41.826372 -71.401085 50 64 43 73 121 67 76 99.0 200 52.01] [84 'Emory University' 'USA' 33.794053 -84.327305 51 367 146 116 67 60 93 41.0 55 51.85] [85 'Erasmus University Rotterdam' 'Netherlands' 51.922841 4.487549 1 367 46 189 87 147 53 44.0 227 51.78] [86 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 77 107 50 98 117 136 154.0 39 51.75] [87 'Utrecht University' 'Netherlands' 52.09021 5.12233 2 84 199 115 39 44 59 46.0 429 51.74] [88 'University of Sydney' 'Australia' -33.88778 151.18722 1 105 198 166 45 103 46 84.0 75 51.61] [89 'University of California, Irvine' 'USA' 33.643856 -117.841612 52 227 567 44 78 51 68 54.0 162 51.51] [90 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753 53 367 567 80 93 72 42 29.0 71 51.51] [91 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland' 10.231468 76.40878 2 367 74 116 124 114 39 110.0 58 51.47] [92 'University of Geneva' 'Switzerland' 46.19954 6.14239 3 35 191 42 122 77 115 79.0 321 51.46] [93 'University of Melbourne' 'Australia' -37.797304 144.965152 2 141 113 218 42 68 53 71.0 223 51.34] [94 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 27 190 114 76 116 101 74.0 188 51.31] [95 'Tufts University' 'USA' 42.406182 -71.116858 54 60 48 182 166 160 93 85.0 84 51.22] [96 'University of Zurich' 'Switzerland' 47.37478 8.54858 4 115 389 85 56 46 68 56.0 137 51.14] [97 'Arizona State University' 'USA' 33.432901 -111.910884 55 367 455 66 143 85 76 140.0 21 51.13] [98 'Yonsei University' 'South Korea' 37.565 126.93833 2 367 45 218 140 326 321 235.0 23 51.02] [99 'University of Oslo' 'Norway' 59.94025 10.7227 1 53 286 40 106 134 101 102.0 302 50.81] [100 'Kyushu University' 'Japan' 32.42944 130.99099 7 367 49 218 152 182 264 200.0 37 50.6] [101 'Technical University of Munich' 'Germany' 1.307854 103.77768 3 37 118 177 104 90 128 95.0 119 50.58] [102 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 56 339 108 46 77 98 88 143.0 201 50.43] [103 'University of Queensland' 'Australia' -27.493732 153.016683 3 269 292 142 65 78 101 99.0 68 50.4] [104 'Mines ParisTech' 'France' 48.845357 2.339294 5 278 23 169 977 834 812 906.0 871 50.34] [105 'Case Western Reserve University' 'USA' 41.5045 -81.59707 57 50 215 195 137 106 59 74.0 111 50.28] [106 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 58 134 35 178 180 143 161 190.0 178 50.26] [107 'University of Alberta' 'Canada' 53.523187 -113.525857 4 169 151 153 62 109 82 103.0 116 50.25] [108 'Leiden University' 'Netherlands' 52.1575 4.4819 3 120 567 102 82 94 53 56.0 260 50.17] [109 'Tokyo Institute of Technology' 'Japan' 35.60574 139.68339 8 170 50 128 169 169 136 190.0 52 50.13] [110 'University of Groningen' 'Netherlands' 53.22397 6.57197 4 313 193 196 64 96 68 67.0 316 50.1] [111 'University of Helsinki' 'Finland' 60.18959 24.83502 1 56 551 111 80 79 88 65.0 420 50.04] [112 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 67 205 45 83 166 212 130.0 312 49.97] [113 'Georgetown University' 'USA' 38.908166 -77.074449 59 159 34 218 298 321 321 204.0 122 49.92] [114 'University of Amsterdam' 'Netherlands' 42.940648 -74.196108 5 109 317 212 70 88 93 60.0 282 49.83] [115 'Korea University' 'South Korea' 37.586617 127.026145 3 367 58 218 172 411 321 273.0 26 49.79] [116 'University of Barcelona' 'Spain' 30.22792 120.03306 1 367 226 218 61 108 93 83.0 215 49.79] [117 'Lund University' 'Sweden' 55.703957 13.190201 2 136 466 169 85 135 53 60.0 871 49.75] [118 'Michigan State University' 'USA' 42.728064 -84.475493 60 112 162 218 88 123 65 111.0 136 49.74] [119 'Ghent University' 'Belgium' 51.013406 3.709384 2 123 329 147 84 149 68 119.0 90 49.73] [120 'Rice University' 'USA' 29.716981 -95.401406 61 52 161 95 255 150 59 130.0 76 49.73] [121 'Baylor College of Medicine' 'USA' 29.710514 -95.395596 62 367 567 218 113 41 101 44.0 199 49.7] [122 'Aarhus University' 'Denmark' 56.192966 10.167545 2 310 165 106 91 81 101 95.0 154 49.65] [123 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 8 194 196 74 92 69 82 106.0 335 49.59] [124 'Uppsala University' 'Sweden' 59.85519 17.63149 3 73 321 70 95 75 93 103.0 871 49.57] [125 'Nagoya University' 'Japan' 35.146669 136.965835 9 39 322 53 138 140 146 195.0 78 49.57] [126 'Royal Institute of Technology' 'Sweden' 59.201676 17.62032 4 199 30 105 221 300 321 318.0 797 49.54] [127 'University of Colorado Denver' 'USA' 39.718527 -104.89367 63 367 567 140 135 110 128 66.0 72 49.48] [128 'University of Glasgow' 'United Kingdom' 1.307689 103.778035 9 234 89 218 123 144 82 87.0 402 49.45] [129 'VU University Amsterdam' 'Netherlands' 52.334953 4.859693 6 367 385 218 79 120 68 79.0 871 49.44] [130 'University of New South Wales' 'Australia' 43.13693 -70.931974 4 177 70 218 90 177 101 164.0 157 49.33] [131 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 6 127 567 68 105 56 115 97.0 483 49.33] [132 'University of São Paulo' 'Brazil' -22.69776 -45.11842 1 297 71 218 59 186 136 164.0 710 49.31] [133 'Western University (The University of Western Ontario)' 'Canada' -33.933766 18.626773 5 367 41 218 149 208 234 190.0 261 49.31] [134 'Radboud University Nijmegen' 'Netherlands' 51.821738 5.868831 7 128 274 218 89 119 93 74.0 410 49.3] [135 'Nanyang Technological University' 'Singapore' 1.347907 103.681355 2 367 567 218 102 361 212 204.0 32 49.29] [136 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 45 180 55 186 221 161 209.0 88 49.12] [137 'University of Miami' 'USA' 25.720883 -80.278566 64 367 241 218 159 130 82 112.0 73 49.09] [138 'Stony Brook University' 'USA' 40.911505 -73.119594 65 186 567 58 173 84 93 134.0 96 49.09] [139 'University of Texas at Dallas' 'USA' 32.98608 -96.750417 66 367 159 218 250 151 59 49.0 313 49.05] [140 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 10 131 109 84 116 176 146 140.0 138 49.02] [141 'University of Iowa' 'USA' 41.630912 -91.541095 67 233 296 167 103 83 115 112.0 121 49.01] [142 'Southern Methodist University' 'USA' 32.84326 -96.780875 68 179 28 218 624 655 368 646.0 824 48.99] [143 'Icahn School of Medicine at Mount Sinai' 'USA' 40.769546 -73.910403 69 367 567 218 160 71 161 63.0 101 48.96] [144 'Korea Advanced Institute of Science and Technology (KAIST)' 'South Korea' 38.992518 -76.938904 4 367 194 218 183 283 368 289.0 8 48.95] [145 'Monash University' 'Australia' 41.513101 -81.607469 5 277 145 218 86 136 182 161.0 99 48.91] [146 'University of Alabama at Birmingham' 'USA' 33.499076 -86.806853 70 367 567 218 141 124 128 71.0 130 48.79] [147 'Free University of Berlin' 'Germany' 41.72849 44.717399 4 76 548 128 109 80 234 90.0 461 48.78] [148 'University of Southampton' 'United Kingdom' 1.429892 103.612205 11 329 95 218 115 133 101 130.0 334 48.77] [149 'University of the Witwatersrand' 'South Africa' -26.186076 28.030509 1 61 32 172 442 237 321 447.0 291 48.75] [150 'McMaster University' 'Canada' 43.263046 -79.918736 6 222 268 163 127 156 101 87.0 222 48.74] [151 'University of Montreal' 'Canada' 30.22792 120.03306 7 320 376 218 101 111 101 90.0 540 48.72] [152 'University of Birmingham' 'United Kingdom' 52.478557 -1.907648 12 65 158 205 117 165 146 138.0 170 48.7] [153 'Humboldt University of Berlin' 'Germany' 52.49388 13.446724 5 291 567 108 108 82 161 85.0 471 48.64] [154 'University of California, Santa Cruz' 'USA' -17.33367 -61.958507 71 175 567 100 243 49 115 99.0 183 48.59] [155 'Albert Ludwig University of Freiburg' 'Germany' 14.615484 120.981999 6 148 134 193 156 104 182 134.0 98 48.57] [156 'University of Tübingen' 'Germany' 48.52647 9.051284 7 69 490 103 142 122 146 115.0 226 48.56] [157 'University of Cincinnati' 'USA' 39.132366 -84.516073 72 188 86 218 150 171 128 127.0 263 48.56] [158 'University of Bonn' 'Germany' 30.22792 120.03306 8 58 249 65 153 107 146 150.0 341 48.54] [159 'Wake Forest University' 'USA' 36.131466 -80.27496 73 265 83 218 249 244 128 125.0 124 48.52] [160 'University of Basel' 'Switzerland' 47.561265 7.575296 5 83 363 60 167 100 136 130.0 486 48.48] [161 'University of Leeds' 'United Kingdom' 53.809664 -1.554655 13 62 157 218 133 141 136 150.0 265 48.41] [162 'University of Hamburg' 'Germany' 32.637259 74.159491 9 314 136 135 147 126 101 127.0 677 48.31] [163 'Université libre de Bruxelles' 'Belgium' 50.813117 4.264558 3 173 110 69 236 214 101 170.0 148 48.28] [164 'Indiana University-Purdue University Indianapolis' 'USA' 39.770318 -86.177058 74 367 492 218 187 190 125 122.0 79 48.28] [165 'Pohang University of Science and Technology' 'South Korea' 38.992518 -76.938904 5 367 567 218 285 355 212 281.0 24 48.24] [166 'Oregon Health & Science University' 'USA' 43.854178 -120.526709 75 367 567 128 184 115 125 105.0 144 48.23] [167 'University of Calgary' 'Canada' 51.077157 -114.12563 8 367 123 218 145 180 101 127.0 778 48.23] [168 'Stockholm University' 'Sweden' 59.275254 18.035164 5 129 79 187 202 89 88 179.0 839 48.23] [169 'University of Padua' 'Italy' 45.41667 11.86667 2 281 567 218 99 105 182 119.0 351 48.17] [170 'University of Hong Kong' 'Hong Kong' 22.283263 114.136745 1 287 128 218 139 204 128 147.0 205 48.15] [171 'Yeshiva University' 'USA' 34.055566 -118.387856 76 200 567 218 195 91 161 109.0 128 48.11] [172 'University of Milan' 'Italy' 45.447319 9.118788 3 162 441 182 118 189 212 106.0 438 48.07] [173 'University of Sheffield' 'United Kingdom' 53.380637 -1.487469 14 142 209 196 129 137 136 147.0 179 48.07] [174 'Technical University of Denmark' 'Denmark' 55.692544 12.102973 3 351 510 202 220 230 161 216.0 46 48.06] [175 'University of Maryland, Baltimore' 'USA' 39.22622 -77.06942 77 367 567 218 125 112 197 116.0 180 48.05] [176 'Goethe University Frankfurt' 'Germany' 50.11944 8.65139 10 111 219 89 179 155 212 124.0 328 48.01] [177 'University of Göttingen' 'Germany' 30.22792 120.03306 11 43 171 176 174 146 264 184.0 299 47.98] [178 'Hokkaido University' 'Japan' 43.0636 141.34289 10 279 277 135 148 173 287 251.0 53 47.97] [179 'Australian National University' 'Australia' -37.813528 144.971844 6 196 379 52 130 99 197 188.0 415 47.97] [180 'Shanghai Jiao Tong University' 'China' nan nan 3 335 143 218 81 267 212 209.0 198 47.96] [181 'University of New Mexico' 'USA' 35.065386 -106.633171 78 367 567 218 223 170 82 147.0 100 47.95] [182 'University of Strasbourg' 'France' 48.5803 7.7644 7 71 567 49 191 145 264 219.0 269 47.89] [183 'University of Massachusetts Medical School' 'USA' 42.278246 -71.762146 79 367 567 80 296 76 234 122.0 143 47.85] [184 'University of Houston' 'USA' 29.722198 -95.347317 80 367 42 218 310 257 511 349.0 156 47.83] [185 'Trinity College, Dublin' 'Ireland' 53.344416 -6.258956 1 338 78 200 289 233 115 204.0 153 47.73] [186 'University of Lausanne' 'Switzerland' 30.22792 120.03306 6 102 423 218 235 101 115 117.0 683 47.73] [187 'Iowa State University' 'USA' 42.040156 -93.668969 81 286 186 109 151 178 82 184.0 339 47.71] [188 'Joseph Fourier University' 'France' 48.860046 2.393883 8 195 567 218 110 93 234 170.0 160 47.71] [189 'Wayne State University' 'USA' 42.356505 -83.067468 82 367 183 218 189 258 125 176.0 117 47.67] [190 'University of South Florida - Tampa' 'USA' 28.061791 -82.413833 83 367 418 218 233 251 197 164.0 70 47.66] [191 'Zhejiang University' 'China' 30.22792 120.03306 4 367 309 218 71 290 368 265.0 106 47.66] [192 'Hanyang University' 'South Korea' 37.539619 127.009676 6 367 168 218 286 471 368 396.0 31 47.6] [193 'University of Ottawa' 'Canada' 45.420747 -75.682283 9 223 163 218 171 194 212 134.0 496 47.6] [194 'University of Missouri–Columbia' 'USA' 30.22792 120.03306 84 250 88 98 222 226 161 242.0 150 47.59] [195 'Fudan University' 'China' 31.30077 121.5033 5 367 203 218 112 252 368 204.0 123 47.56] [196 'University of Kansas' 'USA' 38.954429 -95.255129 85 228 91 218 212 161 161 235.0 127 47.52] [197 'University of Cologne' 'Germany' 30.22792 120.03306 12 367 132 201 204 138 146 161.0 421 47.52] [198 'University of Georgia' 'USA' 33.94368 -83.373884 86 93 188 172 181 132 234 256.0 82 47.5] [199 'University of Liverpool' 'United Kingdom' 53.404594 -2.965433 15 176 179 207 154 172 128 174.0 377 47.49] [200 'University of Bern' 'Switzerland' 46.952296 7.435046 7 184 526 213 163 128 93 159.0 433 47.49] [201 'Cardiff University' 'United Kingdom' 51.491345 -3.184697 16 321 218 143 178 153 146 170.0 193 47.46] [202 'George Washington University' 'USA' 38.917809 -77.090426 87 192 56 218 301 227 264 235.0 326 47.46] [203 'University of Illinois at Chicago' 'USA' 41.870924 -87.649875 88 367 541 218 126 196 287 179.0 129 47.39] [204 'University of Erlangen-Nuremberg' 'Germany' 49.58181 10.916945 13 231 554 218 176 202 146 134.0 361 47.36] [205 'University of Münster' 'Germany' 41.54692 -87.50387 14 113 421 174 170 192 136 174.0 192 47.34] [206 'Aix-Marseille University' 'France' 43.639015 5.109741 9 218 451 218 119 87 182 197.0 230 47.31] [207 'Claude Bernard University Lyon 1' 'France' 45.750932 4.836714 10 367 567 218 132 121 234 184.0 151 47.31] [208 'University of Bologna' 'Italy' 44.49653 11.35308 4 350 348 218 136 281 212 161.0 354 47.28] [209 'Queen Mary University of London' 'United Kingdom' 51.523222 -0.039217 17 147 319 218 226 175 212 138.0 255 47.25] [210 'Dresden University of Technology' 'Germany' 30.22792 120.03306 15 367 567 218 188 212 146 195.0 102 47.25] [211 'Sungkyunkwan University' 'South Korea' 28.077051 -82.43741 7 367 225 218 194 317 161 270.0 69 47.19] [212 'Newcastle University' 'United Kingdom' 54.981093 -1.616895 18 367 222 218 192 159 234 159.0 365 47.17] [213 'Karlsruhe Institute of Technology' 'Germany' 49.00944 8.41167 16 356 208 131 193 280 146 247.0 103 47.15] [214 'University of California, Riverside' 'USA' 37.367813 -120.421858 89 247 567 218 209 113 161 169.0 194 47.13] [215 'University of Kiel' 'Germany' 43.91697 -88.02667 17 193 487 198 232 183 161 143.0 310 47.11] [216 'University of Western Australia' 'Australia' 45.542848 -122.524029 7 156 306 145 146 181 368 179.0 399 47.1] [217 'Paris Descartes University' 'France' 48.841903 2.268394 11 203 567 218 177 142 287 156.0 455 47.06] [218 'University of Connecticut' 'USA' 41.811602 -72.258892 90 296 259 218 168 193 197 190.0 186 47.06] [219 'University of Massachusetts Amherst' 'USA' 42.38898 -72.5287 91 212 141 159 198 191 212 200.0 356 47.05] [220 'Chinese University of Hong Kong' 'Hong Kong' 22.413656 114.209941 2 100 479 116 162 356 212 209.0 168 47.05] [221 'University of Turin' 'Italy' 45.174173 7.490482 5 315 450 163 206 278 197 150.0 613 47.04] [222 'University of Manitoba' 'Canada' 49.815622 -97.118363 10 157 93 155 261 308 212 256.0 175 47.04] [223 'University of Vienna' 'Austria' 48.194994 16.38369 1 191 185 101 231 154 161 200.0 671 47.03] [224 'University of Montpellier' 'France' 43.623312 3.862712 12 289 462 169 165 129 146 184.0 511 47.0] [225 'Maastricht University' 'Netherlands' 50.837347 4.406164 8 367 567 218 185 354 234 156.0 281 47.0] [226 'National Cheng Kung University' 'Taiwan' nan nan 2 367 52 218 164 485 812 388.0 436 46.97] [227 'University of Tennessee, Knoxville' 'USA' 35.949529 -83.933899 92 319 117 218 196 187 197 219.0 449 46.96] [228 'Complutense University of Madrid' 'Spain' 40.44904 -3.72703 2 86 68 214 215 309 368 335.0 256 46.96] [229 'Laval University' 'Canada' 56.550789 -76.550658 11 292 273 218 207 270 182 200.0 140 46.95] [230 'RWTH Aachen University' 'Germany' 50.77366 6.07532 18 357 238 131 197 359 182 219.0 158 46.9] [231 'Université catholique de Louvain' 'Belgium' 50.40801 4.44833 4 367 264 97 283 325 115 213.0 236 46.89] [232 'North Carolina State University' 'USA' 35.768159 -78.666167 93 251 228 218 157 206 182 242.0 161 46.89] [233 'Johannes Gutenberg University of Mainz' 'Germany' 47.493114 19.069907 19 367 567 194 210 185 161 164.0 523 46.88] [234 'University of Texas Health Science Center at San Antonio' 'USA' 38.948739 -76.746438 94 367 567 218 314 229 197 140.0 315 46.88] [235 "Julius-Maximilian's University of Würzburg" 'Germany' 14.615484 120.981999 20 106 391 168 216 179 287 179.0 369 46.85] [236 'Paul Sabatier University - Toulouse III' 'France' 43.594499 1.44986 13 367 567 218 158 102 321 188.0 514 46.81] [237 'University of Gothenburg' 'Sweden' 32.637259 74.159491 6 257 294 116 217 197 136 197.0 871 46.79] [238 'University College Dublin' 'Ireland' 43.662532 -79.39549 2 241 112 218 288 285 128 247.0 278 46.79] [239 'University of Science and Technology of China' 'China' 31.8204 117.27665 6 367 192 218 128 269 368 247.0 452 46.73] [240 'University of Leicester' 'United Kingdom' 52.62476 -1.127228 19 367 567 218 258 139 197 170.0 385 46.72] [241 'Autonomous University of Barcelona' 'Spain' 20.96972 -89.62306 3 367 567 218 144 220 264 213.0 277 46.72] [242 'University of Dundee' 'United Kingdom' 56.458157 -2.98256 20 178 567 218 354 200 161 176.0 216 46.68] [243 'Norwegian University of Science and Technology' 'Norway' 38.992518 -76.938904 2 252 119 75 279 366 212 273.0 327 46.67] [244 'Nanjing University' 'China' 32.11315 118.95816 7 342 362 218 134 358 234 265.0 164 46.61] [245 'Okayama University' 'Japan' 34.68565 133.91858 11 367 288 218 353 335 287 318.0 60 46.59] [246 'London School of Hygiene & Tropical Medicine' 'United Kingdom' 51.509648 -0.099076 21 367 567 159 300 294 264 164.0 736 46.59] [247 'University of Florence' 'Italy' 43.77777 11.25951 6 327 326 94 218 275 197 227.0 564 46.58] [248 'University of Cape Town' 'South Africa' -33.960104 18.462358 2 104 126 146 319 236 234 265.0 268 46.58] [249 'University of Texas Health Science Center at Houston' 'USA' 38.948739 -76.746438 95 367 567 155 257 162 212 190.0 337 46.56] [250 'Moscow Institute of Physics and Technology' 'Russia' 38.992518 -76.938904 2 23 339 218 949 605 812 1000.0 839 46.55] [251 'University of Düsseldorf' 'Germany' 32.637259 74.159491 21 185 567 218 297 209 182 178.0 454 46.54] [252 'Florida State University' 'USA' 30.441954 -84.298637 96 367 334 218 200 184 136 225.0 411 46.53] [253 'University of Sussex' 'United Kingdom' 50.866819 -0.085999 22 151 257 57 359 250 161 308.0 553 46.49] [254 'Thomas Jefferson University' 'USA' 39.949146 -75.156483 97 158 567 218 333 334 161 179.0 502 46.47] [255 'Delft University of Technology' 'Netherlands' 30.22792 120.03306 9 307 300 218 224 224 264 247.0 146 46.46] [256 'Virginia Polytechnic Institute and State University' 'USA' 38.978912 -76.491101 98 283 152 218 201 264 234 285.0 181 46.46] [257 'University of Lisbon' 'Portugal' 38.71788 -9.14959 1 337 465 152 155 296 197 251.0 495 46.43] [258 'Drexel University' 'USA' 39.956313 -75.187901 99 367 233 218 362 338 287 273.0 91 46.43] [259 'Virginia Commonwealth University' 'USA' 37.547418 -77.450989 100 367 403 150 264 253 321 213.0 206 46.43] [260 'Oregon State University' 'USA' 44.560982 -123.28967 101 189 239 218 263 148 161 235.0 389 46.42] [261 'Durham University' 'United Kingdom' 35.9586 -78.9638 23 132 267 116 248 199 197 242.0 460 46.42] [262 'University of Tsukuba' 'Japan' 36.111206 140.105518 12 202 567 107 230 255 212 242.0 213 46.41] [263 'University of Reading' 'United Kingdom' 51.44081 -0.94429 24 258 63 218 400 347 182 361.0 666 46.4] [264 'Lehigh University' 'USA' 40.606803 -75.378249 102 367 47 218 615 542 511 511.0 534 46.4] [265 'Medical University of Vienna' 'Austria' 34.747772 -92.320449 2 367 567 218 251 228 212 197.0 366 46.39] [266 'University of Auckland' 'New Zealand' -36.884352 174.767868 1 235 419 218 253 260 234 256.0 125 46.38] [267 'University of Kentucky' 'USA' 38.215336 -85.75757 103 332 290 218 182 216 321 231.0 447 46.37] [268 'University of Naples Federico II' 'Italy' nan nan 7 331 459 218 175 324 234 227.0 792 46.36] [269 'University of Waterloo' 'Canada' 43.47329 -80.541209 12 367 124 218 190 333 234 292.0 626 46.34] [270 'Charles University in Prague' 'Czech Republic' 50.073497 14.43401 1 238 560 116 228 238 182 227.0 636 46.32] [271 'Colorado State University - Fort Collins' 'USA' 40.567877 -105.084274 104 211 493 148 244 203 234 231.0 257 46.32] [272 'Tulane University' 'USA' 8.989319 38.785946 105 324 144 218 365 299 264 251.0 258 46.31] [273 'University at Buffalo, The State University of New York' 'USA' 42.951647 -78.818912 106 367 398 218 203 298 287 235.0 237 46.3] [274 'Brandeis University' 'USA' 42.364996 -71.259784 107 51 342 78 549 195 428 330.0 249 46.29] [275 'Northeastern University' 'USA' 42.339439 -71.087588 108 316 125 218 370 312 264 362.0 86 46.29] [276 'Wageningen University and Research Centre' 'Netherlands' 39.051358 -77.437316 10 293 512 175 214 168 234 235.0 477 46.26] [277 'Sun Yat-sen University' 'China' 10.692986 122.571164 8 367 254 218 161 393 287 285.0 221 46.25] [278 'University of Ulm' 'Germany' 48.424428 9.961406 22 367 471 131 290 231 321 209.0 594 46.24] [279 'London School of Economics' 'United Kingdom' 51.509648 -0.099076 25 78 65 91 503 739 264 590.0 871 46.22] [280 'Vrije Universiteit Brussel' 'Belgium' 52.333618 4.865276 5 110 567 218 294 301 161 231.0 506 46.21] [281 'University of Delaware' 'USA' 39.681033 -75.754018 109 318 337 135 272 304 234 292.0 120 46.21] [282 'Rensselaer Polytechnic Institute' 'USA' 42.730302 -73.678772 110 137 142 218 402 346 182 292.0 210 46.19] [283 'University of Bergen' 'Norway' 60.38761 5.3215 3 367 567 218 229 201 212 227.0 871 46.18] [284 "Queen's University" 'Canada' 35.188439 -80.832823 13 322 155 218 254 274 264 281.0 275 46.18] [285 'University of Aberdeen' 'United Kingdom' 57.164941 -2.102504 26 360 314 199 273 207 287 225.0 422 46.17] [286 'Dalhousie University' 'Canada' 44.63667 -63.59073 14 367 137 218 280 247 264 273.0 384 46.17] [287 'Umeå University' 'Sweden' 63.81719 20.287235 7 367 567 218 275 198 212 219.0 871 46.14] [288 'University of Duisburg-Essen' 'Germany' 32.637259 74.159491 23 367 498 218 287 282 321 216.0 348 46.13] [289 'City College of New York' 'USA' 40.82011 -73.94928 111 31 187 218 680 422 511 590.0 358 46.12] [290 'Hiroshima University' 'Japan' 34.40026 132.72795 13 367 567 218 304 287 428 273.0 112 46.12] [291 'University of Texas at San Antonio' 'USA' 29.57717 -98.6228 112 367 567 218 445 376 197 216.0 254 46.1] [292 'Hannover Medical School' 'Germany' 52.363778 9.73414 24 367 567 218 322 245 287 219.0 308 46.07] [293 'University of Warwick' 'United Kingdom' 52.379313 -1.560425 27 210 444 116 205 239 161 308.0 234 46.05] [294 'University of Valencia' 'Spain' 34.728848 -106.704972 4 367 470 218 208 348 264 256.0 548 46.03] [295 'University of Pisa' 'Italy' 43.41667 10.71667 8 273 473 218 227 360 212 255.0 528 46.03] [296 'Ruhr University Bochum' 'Germany' 51.44389 7.26167 25 367 235 218 236 235 368 265.0 797 46.0] [297 'Medical College of Wisconsin' 'USA' 43.04385 -88.022335 113 367 567 218 337 284 321 219.0 659 45.97] [298 'University of Louisville' 'USA' 38.220018 -85.752291 114 367 484 218 338 405 368 300.0 105 45.97] [299 'University of Bordeaux' 'France' 44.80042 -0.59598 14 354 567 218 291 265 234 251.0 297 45.96] [300 'University of South Carolina - Columbia' 'USA' 33.992943 -81.026231 115 367 299 185 262 367 146 273.0 649 45.95] [301 'National and Kapodistrian University of Athens' 'Greece' -20.161398 28.642805 1 367 200 218 245 416 428 273.0 871 45.94] [302 'Leipzig University' 'Germany' 51.337371 12.37826 26 326 567 208 281 266 511 242.0 364 45.94] [303 'Medical University of South Carolina' 'USA' 32.784491 -79.947178 116 367 567 218 316 364 287 231.0 508 45.94] [304 'Autonomous University of Madrid' 'Spain' 20.96972 -89.62306 5 367 460 218 225 256 321 262.0 443 45.92] [305 'Dalian University of Technology' 'China' 30.22792 120.03306 9 367 104 218 313 667 511 409.0 131 45.92] [306 'Stellenbosch University' 'South Africa' -33.931631 18.866881 3 367 66 218 520 503 321 486.0 219 45.92] [307 'Kyungpook National University' 'South Korea' 35.886948 128.608835 8 367 412 218 355 625 321 413.0 66 45.92] [308 'University of Porto' 'Portugal' 30.22792 120.03306 2 94 316 90 266 380 264 341.0 405 45.91] [309 'University of St Andrews' 'United Kingdom' 32.637259 74.159491 28 145 506 218 308 188 321 281.0 189 45.89] [310 'Gwangju Institute of Science and Technology' 'South Korea' 38.992518 -76.938904 9 367 567 218 540 538 368 529.0 54 45.88] [311 'Chulalongkorn University' 'Thailand' 14.523148 101.022865 1 367 57 218 584 734 511 558.0 871 45.86] [312 'University of Antwerp' 'Belgium' 44.199711 -75.607657 6 367 567 218 265 307 234 265.0 372 45.84] [313 'Xiamen University' 'China' 2.831741 101.702224 10 367 80 218 331 493 645 409.0 467 45.83] [314 'University of Nebraska–Lincoln' 'USA' 30.22792 120.03306 117 165 207 218 278 262 234 311.0 456 45.8] [315 'Nankai University' 'China' 39.103306 117.166954 11 334 135 218 282 454 321 334.0 419 45.8] [316 'University of Stuttgart' 'Germany' 48.78186 9.17189 27 82 172 218 399 369 511 335.0 376 45.79] [317 'University of Rome Tor Vergata' 'Italy' 41.831628 12.620749 9 367 557 218 267 272 287 262.0 816 45.79] [318 'University of Regensburg' 'Germany' 32.637259 74.159491 28 367 303 218 302 241 287 270.0 522 45.79] [319 'Hong Kong University of Science and Technology' 'Hong Kong' 38.992518 -76.938904 3 367 359 218 256 466 368 300.0 185 45.77] [320 'Kobe University' 'Japan' 34.681037 135.269625 14 95 240 116 368 271 321 335.0 301 45.74] [321 'University of Liège' 'Belgium' 30.22792 120.03306 7 143 567 144 317 218 234 300.0 285 45.73] [322 'Federal University of Rio de Janeiro' 'Brazil' -22.86285 -43.22884 2 125 116 218 305 330 645 381.0 295 45.72] [323 'Rush University' 'USA' 41.873644 -87.669498 118 367 567 218 427 404 197 260.0 871 45.71] [324 'University of Vermont' 'USA' 44.211857 -72.681238 119 198 256 218 357 288 368 285.0 397 45.7] [325 'University of York' 'United Kingdom' 53.94975 -1.013688 29 367 567 218 270 205 161 300.0 406 45.69] [326 'Boston College' 'USA' 42.336146 -71.170228 120 367 97 218 557 363 197 402.0 386 45.65] [327 'University of Pavia' 'Italy' 30.22792 120.03306 10 295 380 214 330 381 264 273.0 680 45.64] [328 'University of Jena' 'Germany' 31.6914 -92.12982 29 367 567 218 260 263 321 289.0 457 45.64] [329 'Vita-Salute San Raffaele University' 'Italy' 45.506632 9.265556 11 367 567 218 478 279 321 260.0 871 45.61] [330 'University of Genoa' 'Italy' 42.09235 -88.69662 12 367 567 218 299 402 234 285.0 537 45.61] [331 'Tianjin University' 'China' 39.110836 117.162853 12 367 77 218 348 934 428 606.0 245 45.61] [332 'Louisiana State University - Baton Rouge' 'USA' 30.413026 -91.176158 121 270 177 218 292 215 197 353.0 458 45.61] [333 'University of Exeter' 'United Kingdom' 50.736842 -3.533609 30 264 481 218 293 174 428 295.0 353 45.59] [334 'National Autonomous University of Mexico' 'Mexico' 19.32889 -99.18722 1 282 546 218 199 219 368 330.0 486 45.58] [335 'University of Adelaide' 'Australia' -34.918468 138.604334 8 219 445 218 234 243 287 318.0 465 45.58] [336 'University of East Anglia' 'United Kingdom' 52.625635 1.239569 31 206 567 179 349 211 146 313.0 500 45.58] [337 'York University' 'Canada' 43.773872 -79.500013 15 367 106 218 382 408 264 388.0 871 45.56] [338 'University of Navarra' 'Spain' 42.716029 -1.707935 6 367 76 218 578 722 511 503.0 645 45.56] [339 'University of Oregon' 'USA' 44.045695 -123.072004 122 346 567 218 378 217 161 295.0 729 45.55] [340 "St George's, University of London" 'United Kingdom' 51.427636 -0.175044 32 367 567 218 554 476 368 262.0 648 45.55] [341 'Indian Institute of Technology Delhi' 'India' 28.544418 77.1893 1 367 59 218 635 943 812 781.0 625 45.54] [342 'University of Trieste' 'Italy' 45.65869 13.79342 13 367 443 218 395 286 287 281.0 616 45.54] [343 "Queen's University Belfast" 'United Kingdom' 54.584212 -5.936432 33 183 387 218 306 276 264 313.0 377 45.53] [344 'University of Perugia' 'Italy' 30.22792 120.03306 14 367 567 116 375 332 428 289.0 642 45.53] [345 'Technical University of Berlin' 'Germany' -4.038015 39.669401 30 85 271 218 360 412 368 388.0 177 45.52] [346 'University of Marburg' 'Germany' 32.637259 74.159491 31 304 567 217 329 249 428 300.0 271 45.51] [347 'University of Innsbruck' 'Austria' 47.849522 13.341994 3 197 397 112 430 222 287 311.0 442 45.51] [348 'Eindhoven University of Technology' 'Netherlands' 30.22792 120.03306 11 367 347 186 306 549 321 318.0 279 45.51] [349 'Ben-Gurion University of the Negev' 'Israel' 30.85154 34.7834 5 367 567 218 277 379 428 381.0 118 45.49] [350 'University of Oklahoma - Norman Campus' 'USA' 35.198026 -97.443389 123 367 150 218 383 240 234 362.0 474 45.49] [351 'Wesleyan University' 'USA' 41.555412 -72.658423 124 154 61 218 983 506 812 850.0 871 45.48] [352 'University of Victoria' 'Canada' 48.465601 -123.30829 16 367 567 218 321 328 234 300.0 853 45.48] [353 'Kansas State University' 'USA' 39.23099 -96.585798 125 130 229 218 373 320 212 358.0 294 45.47] [354 'Hong Kong Polytechnic University' 'Hong Kong' 22.302696 114.178091 4 367 166 218 259 764 511 375.0 329 45.47] [355 'Linköping University' 'Sweden' 58.414234 15.610192 8 367 237 218 323 401 368 324.0 871 45.47] [356 'University of Southern Denmark' 'Denmark' 55.36998 10.42806 4 367 567 218 386 327 321 295.0 320 45.46] [357 'University of Otago' 'New Zealand' -45.864649 170.510747 2 367 377 218 312 353 287 313.0 542 45.44] [358 'Justus Liebig University Giessen' 'Germany' 50.580537 8.677046 32 367 567 218 332 357 264 313.0 309 45.43] [359 'University of New Hampshire' 'USA' 43.13693 -70.931974 126 367 318 79 531 273 234 362.0 596 45.42] [360 'College of William and Mary' 'USA' 37.271396 -76.713381 127 367 85 218 611 459 321 511.0 809 45.42] [361 'San Diego State University' 'USA' 32.672135 -115.492141 128 248 204 218 467 302 264 339.0 509 45.41] [362 'Simon Fraser University' 'Canada' 49.277662 -122.909535 17 367 567 218 284 303 368 324.0 381 45.4] [363 'University of Santiago de Compostela' 'Spain' 42.88064 -8.5445 7 367 489 218 385 600 287 373.0 126 45.4] [364 'Saint Louis University' 'USA' 38.636392 -90.233704 129 367 261 202 458 293 428 330.0 286 45.39] [365 'Colorado School of Mines' 'USA' 38.996664 -105.547822 130 367 81 218 668 601 321 565.0 690 45.39] [366 'University of Eastern Finland' 'Finland' 12.503813 124.666418 2 367 567 218 374 388 321 300.0 861 45.37] [367 'University of Buenos Aires' 'Argentina' -34.59972 -58.37306 1 126 500 180 276 350 321 344.0 871 45.37] [368 'University of Guelph' 'Canada' 43.531457 -80.230164 18 367 483 218 325 277 146 344.0 445 45.36] [369 'University of Ferrara' 'Italy' 30.22792 120.03306 15 367 567 218 416 392 287 300.0 656 45.36] [370 'Polytechnic University of Catalonia' 'Spain' -15.803231 35.027614 8 367 330 218 371 576 368 540.0 85 45.36] [371 'Versailles Saint-Quentin-en-Yvelines University' 'France' 48.811302 2.148996 15 367 567 218 443 232 264 308.0 839 45.36] [372 'Saarland University' 'Germany' 49.412571 7.004529 33 367 375 218 392 434 428 318.0 367 45.33] [373 'City University of Hong Kong' 'Hong Kong' 22.336533 114.174395 5 367 567 218 252 874 511 339.0 387 45.33] [374 'Darmstadt University of Technology' 'Germany' 30.22792 120.03306 34 66 344 218 376 457 368 413.0 330 45.32] [375 'Pompeu Fabra University' 'Spain' 42.613888 2.428047 9 367 567 218 397 164 428 318.0 604 45.31] [376 'Pontifical Catholic University of Chile' 'Chile' 18.2019 -67.13907 1 343 139 218 446 310 645 388.0 396 45.31] [377 'University of Bari Aldo Moro' 'Italy' 41.12073 16.8684 16 367 567 218 352 322 511 313.0 527 45.31] [378 'University of Texas Medical Branch at Galveston' 'USA' 29.31081 -94.7759 131 367 567 218 401 311 321 324.0 333 45.3] [379 'University of Delhi' 'India' 28.688152 77.214808 2 240 72 218 703 763 812 796.0 797 45.3] [380 'Washington State University, Pullman' 'USA' 46.727016 -117.130942 132 367 301 131 334 234 428 362.0 298 45.29] [381 'Temple University' 'USA' 39.981584 -75.14952 133 272 553 218 326 349 511 349.0 211 45.29] [382 'University of Milan - Bicocca' 'Italy' nan nan 17 367 567 218 390 305 287 324.0 468 45.28] [383 'University of Turku' 'Finland' 60.45473 22.28725 3 367 531 218 320 319 812 330.0 568 45.27] [384 'Chonnam National University' 'South Korea' 14.604211 120.99427 10 367 547 218 405 589 511 437.0 109 45.27] [385 'University of Lorraine' 'France' 30.22792 120.03306 16 216 213 190 311 342 321 437.0 208 45.25] [386 'National Chiao Tung University' 'Taiwan' nan nan 3 367 206 218 240 651 428 413.0 871 45.24] [387 'Catholic University of the Sacred Heart' 'Italy' -15.828369 35.180217 18 367 555 218 424 482 321 324.0 770 45.22] [388 'University at Albany, SUNY' 'USA' 14.627283 121.057413 134 180 567 165 411 374 212 353.0 531 45.22] [389 "Xi'an Jiaotong University" 'China' 30.697847 104.052081 13 367 154 218 271 583 812 606.0 174 45.21] [390 'Ewha Womans University' 'South Korea' 23.721592 90.420504 11 367 567 218 462 509 645 457.0 107 45.2] [391 'Jilin University' 'China' 43.84578 125.286818 14 220 338 218 239 452 645 375.0 551 45.2] [392 'Tokyo Medical and Dental University' 'Japan' 35.70155 139.76446 15 367 567 218 473 352 645 335.0 272 45.2] [393 'Scuola Normale Superiore di Pisa' 'Italy' 43.71964 10.400624 19 263 567 61 548 526 321 503.0 871 45.2] [394 'University of Central Florida' 'USA' 28.593648 -81.208169 135 367 501 218 381 386 511 381.0 159 45.18] [395 'Innsbruck Medical University' 'Austria' -4.42808 15.349372 4 367 567 218 469 413 812 324.0 678 45.18] [396 'Beijing Normal University' 'China' 39.95983 116.36854 15 57 567 218 363 492 428 480.0 755 45.17] [397 'Polytechnic University of Milan' 'Italy' -15.803231 35.027614 20 103 181 191 358 510 428 503.0 292 45.17] [398 'University of Seville' 'Spain' 37.417451 -5.825343 10 367 564 218 339 516 428 529.0 104 45.17] [399 'University of Nebraska Medical Center' 'USA' 41.255173 -95.977402 136 367 567 218 463 399 368 344.0 253 45.16] [400 'Huazhong University of Science and Technology' 'China' 38.992518 -76.938904 16 367 282 218 219 626 645 480.0 242 45.16] [401 'Kyung Hee University' 'South Korea' 37.59675 127.05189 12 245 495 218 380 584 645 558.0 95 45.16] [402 'Chalmers University of Technology' 'Sweden' 30.22792 120.03306 9 361 311 218 367 426 428 349.0 871 45.16] [403 'Brigham Young University' 'USA' 40.257028 -111.647616 137 298 361 218 498 424 287 424.0 134 45.15] [404 'University of Campinas' 'Brazil' -22.8164 -47.06879 3 367 567 218 295 575 511 388.0 197 45.14] [405 'University of Bath' 'United Kingdom' 51.376944 -2.325223 34 367 368 218 388 378 287 353.0 478 45.14] [406 'Saint Petersburg State University' 'Russia' 59.821127 30.388194 3 47 250 218 621 574 645 754.0 816 45.14] [407 'National Tsing Hua University' 'Taiwan' nan nan 4 262 520 218 238 425 428 375.0 731 45.14] [408 'University of Twente' 'Netherlands' 52.23881 6.85035 12 367 511 218 343 511 368 358.0 288 45.14] [409 'University of Alabama - Tuscaloosa' 'USA' 33.212722 -87.538798 138 325 140 218 511 490 368 471.0 314 45.14] [410 'Harbin Institute of Technology' 'China' 45.750195 126.632724 17 367 244 218 241 847 645 437.0 375 45.14] [411 'University of Verona' 'Italy' 42.988199 -89.536182 21 367 567 218 508 464 212 341.0 736 45.13] [412 'Oklahoma State University–Stillwater' 'USA' 35.551306 -97.407196 139 239 153 218 447 648 428 471.0 303 45.13] [413 'Shandong University' 'China' 32.4333 121.2666 18 367 437 218 213 604 511 409.0 538 45.13] [414 'George Mason University' 'USA' 38.830627 -77.311707 140 367 567 98 450 371 264 388.0 526 45.13] [415 'Wuhan University' 'China' 30.524318 114.344431 19 367 258 218 274 612 645 396.0 576 45.13] [416 'Swedish University of Agricultural Sciences' 'Sweden' 13.0331 77.586519 10 146 567 218 393 268 428 353.0 871 45.12] [417 'Concordia University' 'Canada' 45.569975 -122.636855 19 367 99 218 545 745 645 590.0 718 45.12] [418 'Chiba University' 'Japan' 35.776105 139.90114 16 367 567 218 361 343 368 362.0 267 45.11] [419 'Kumamoto University' 'Japan' 32.805964 130.739073 17 308 353 218 495 441 428 409.0 152 45.11] [420 'Tongji University' 'China' 31.28553 121.5075 20 153 115 218 346 480 645 671.0 373 45.1] [421 'Aalto University' 'Finland' 60.185227 24.825149 4 367 224 218 336 403 645 424.0 246 45.1] [422 'Chonbuk National University' 'South Korea' 14.604211 120.99427 13 367 567 218 507 774 812 646.0 83 45.09] [423 'Peking Union Medical College' 'China' 39.910479 116.41011 21 367 567 218 324 297 368 358.0 797 45.09] [424 'Georgia Regents University' 'USA' 32.41562 -81.783096 141 367 567 218 482 418 368 341.0 481 45.09] [425 'University of Chile' 'Chile' -39.80741 -73.25106 2 242 173 218 418 351 645 424.0 489 45.08] [426 'Lancaster University' 'United Kingdom' 54.012328 -2.789786 35 367 360 218 364 398 234 369.0 673 45.08] [427 'Vienna University of Technology' 'Austria' 30.22792 120.03306 5 363 350 218 377 377 321 424.0 171 45.08] [428 'University of Denver' 'USA' 39.685263 -104.964786 142 312 101 218 901 522 511 590.0 760 45.08] [429 'University of Arkansas for Medical Sciences' 'USA' 34.74947 -92.31989 143 367 567 218 501 565 812 344.0 340 45.08] [430 'Grenoble Institute of Technology' 'France' 14.629227 121.225353 17 144 567 188 328 520 428 388.0 345 45.06] [431 'University of Granada' 'Spain' 30.22792 120.03306 11 367 567 218 303 449 321 424.0 190 45.06] [432 'University of Modena and Reggio Emilia' 'Italy' nan nan 22 367 567 218 435 474 368 349.0 709 45.04] [433 'Ajou University' 'South Korea' 37.28129 127.04564 14 367 426 218 646 729 645 671.0 89 45.04] [434 'Gyeongsang National University' 'South Korea' 35.156051 128.101439 15 367 567 218 633 673 645 606.0 93 45.04] [435 'Technical University of Madrid' 'Spain' -4.038015 39.669401 12 215 212 218 470 697 645 770.0 110 45.03] [436 'University College Cork' 'Ireland' 51.89291 -8.49289 3 367 430 218 426 431 368 402.0 195 45.03] [437 'Loyola University Chicago' 'USA' 29.935761 -90.120517 144 367 366 218 522 438 511 353.0 713 45.03] [438 'Central South University' 'China' 30.313525 -97.709018 22 367 131 218 366 783 511 558.0 444 45.02] [439 'South China University of Technology' 'China' 31.8204 117.27665 23 367 266 218 347 620 511 471.0 196 45.02] [440 'Polytechnic University of Valencia' 'Spain' -15.803231 35.027614 13 367 567 218 386 505 645 437.0 155 45.02] [441 'West Virginia University' 'USA' 39.63595 -79.95545 145 328 178 218 441 409 428 437.0 617 45.02] [442 'University of Tampere' 'Finland' 30.22792 120.03306 5 367 297 218 526 439 511 362.0 679 45.02] [443 'Southeast University' 'China' 31.270539 120.742202 24 168 488 218 369 702 645 480.0 149 45.01] [444 'Miami University' 'USA' 39.507443 -84.729762 146 367 102 218 715 543 511 659.0 871 45.0] [445 'University of Dayton' 'USA' 39.737888 -84.174748 147 348 90 218 988 818 511 781.0 675 44.99] [446 'University of Siena' 'Italy' 43.30831 11.330078 23 367 482 218 420 365 287 369.0 712 44.98] [447 'University of Oulu' 'Finland' 66.370186 29.311749 6 275 369 218 432 344 368 375.0 521 44.96] [448 'Indian Institute of Science' 'India' 13.022956 77.566228 3 367 332 218 315 537 511 447.0 239 44.96] [449 'Macquarie University' 'Australia' 41.513101 -81.607469 9 367 304 218 391 292 321 402.0 530 44.96] [450 'University of Rostock' 'Germany' 54.07541 12.09848 35 364 567 218 443 591 511 373.0 325 44.96] [451 'Jagiellonian University' 'Poland' 28.077051 -82.43741 1 367 567 218 403 465 645 375.0 355 44.94] [452 'Pusan National University' 'South Korea' 14.604211 120.99427 16 367 401 218 398 488 428 503.0 147 44.94] [453 'University of Strathclyde' 'United Kingdom' 55.862199 -4.240622 36 367 216 218 389 467 368 486.0 305 44.94] [454 'University of Nevada, Reno' 'USA' 39.54158 -119.81491 148 367 364 218 542 382 264 381.0 708 44.93] [455 'University of Saskatchewan' 'Canada' 52.133617 -106.625847 20 336 278 218 335 442 287 457.0 427 44.92] [456 'University of Parma' 'Italy' 44.647714 10.08357 24 367 356 218 438 463 368 381.0 741 44.92] [457 'Kanazawa University' 'Japan' 36.572675 136.632165 18 367 416 218 474 419 511 381.0 350 44.92] [458 'Eötvös Loránd University' 'Hungary' 47.494366 19.061765 1 89 567 116 559 444 287 495.0 724 44.92] [459 'Aristotle University of Thessaloniki' 'Greece' 40.63064 22.95878 2 367 567 218 340 683 511 381.0 756 44.92] [460 'Ohio University' 'USA' 39.326269 -82.100329 149 205 174 218 590 472 812 565.0 224 44.91] [461 'University of Iceland' 'Iceland' 64.779262 -18.673522 1 367 567 218 612 295 321 369.0 839 44.91] [462 'University of Warsaw' 'Poland' 52.24022 21.01884 2 118 562 150 409 462 428 437.0 716 44.91] [463 'Syracuse University' 'USA' 43.020065 -76.120587 150 138 221 218 453 494 428 495.0 392 44.91] [464 'Bielefeld University' 'Germany' 52.036507 8.489864 36 367 567 218 480 375 511 369.0 774 44.91] [465 'Juntendo University' 'Japan' 35.70221 139.76066 19 367 567 218 653 498 428 362.0 853 44.9] [466 'University of Wyoming' 'USA' 41.314597 -105.574608 151 367 230 218 534 316 321 457.0 380 44.89] [467 'University of Wollongong' 'Australia' -34.404905 150.877839 10 367 269 218 431 433 428 424.0 493 44.88] [468 'Niigata University' 'Japan' 37.909525 139.040458 20 367 285 218 527 514 511 447.0 238 44.88] [469 'Texas Tech University (TTU)' 'USA' 36.175448 -85.507645 152 367 184 218 455 618 287 511.0 809 44.87] [470 'Middle East Technical University' 'Turkey' 39.911242 32.808859 1 367 120 218 550 879 511 659.0 871 44.87] [471 'École normale supérieure de Lyon' 'France' -17.535038 -149.541249 18 367 567 135 481 210 511 413.0 589 44.87] [472 'Brunel University' 'United Kingdom' 51.532801 -0.473241 37 367 236 218 497 676 511 437.0 667 44.86] [473 'Nihon University' 'Japan' 35.70025 139.75622 21 301 565 218 599 588 812 637.0 113 44.86] [474 'Osaka City University' 'Japan' 38.65588 -90.30928 22 108 414 218 484 536 321 471.0 374 44.86] [475 'University of Rennes 1' 'France' 30.22792 120.03306 19 367 567 218 351 341 428 420.0 344 44.86] [476 'University of Oklahoma Health Sciences Center' 'USA' 49.262147 -123.245153 153 367 567 218 580 461 511 375.0 482 44.86] [477 'East China University of Science and Technology' 'China' 38.992518 -76.938904 25 367 567 218 423 828 645 471.0 184 44.86] [478 'University of KwaZulu-Natal' 'South Africa' -29.619121 30.396114 4 367 148 218 562 397 368 579.0 539 44.85] [479 'Sichuan University' 'China' 30.738864 102.695767 26 367 563 218 269 478 645 447.0 597 44.85] [480 'Illinois Institute of Technology' 'USA' 41.833835 -87.626077 154 274 114 218 784 713 511 715.0 861 44.85] [481 'Tokyo University of Science' 'Japan' 35.71339 139.76232 23 367 567 218 530 530 428 457.0 191 44.84] [482 'University of Science, Malaysia' 'Malaysia' 5.354699 100.304658 1 367 567 218 669 888 428 809.0 94 44.84] [483 'Clemson University' 'USA' 34.661781 -82.843975 155 367 535 218 433 497 645 396.0 510 44.83] [484 'University of Zaragoza' 'Spain' 30.22792 120.03306 14 366 408 218 342 675 428 471.0 276 44.83] [485 'University of the Basque Country' 'Spain' 43.33006 -2.96528 15 367 567 218 318 387 511 480.0 266 44.83] [486 'Nagasaki University' 'Japan' 32.763367 129.87662 24 299 214 218 614 607 645 529.0 233 44.82] [487 'Technical University of Dortmund' 'Germany' -4.038015 39.669401 37 367 567 218 459 528 368 420.0 284 44.82] [488 'University of Hawaii at Manoa' 'USA' 21.297905 -157.817597 156 367 435 153 448 213 368 457.0 490 44.82] [489 'University of Nebraska Omaha' 'USA' 41.255173 -95.977402 157 367 365 218 704 606 428 396.0 871 44.81] [490 'University of Konstanz' 'Germany' 47.693044 9.123879 38 367 567 218 475 337 368 402.0 614 44.81] [491 'Panjab University' 'India' 34.38795 67.02327 4 333 167 218 720 786 368 540.0 824 44.8] [492 'University of Hanover' 'Germany' 18.41667 -78.13333 39 367 485 218 434 507 368 457.0 250 44.8] [493 'University of Maryland, Baltimore County' 'USA' 39.29037 -76.62529 158 367 567 218 587 391 428 402.0 423 44.8] [494 'University of Newcastle' 'Australia' -32.8818 151.6846 11 367 567 218 408 496 812 424.0 322 44.79] [495 'University of Ulsan' 'South Korea' 35.519406 129.429083 17 367 436 218 421 599 645 424.0 370 44.79] [496 'Renmin University of China' 'China' 30.52047 114.39637 27 367 100 218 965 936 812 896.0 715 44.79] [497 'Martin Luther University of Halle-Wittenberg' 'Germany' 51.471863 11.97938 40 358 567 210 394 345 812 413.0 706 44.79] [498 'University of Malaya' 'Malaysia' 3.122 101.65371 2 367 138 218 572 877 428 741.0 274 44.79] [499 'University of Savoy' 'France' 40.06012 -88.25542 20 367 567 218 490 435 428 402.0 731 44.79] [500 'University of Udine' 'Italy' 30.22792 120.03306 25 367 567 218 600 390 511 396.0 634 44.78] [501 'Tokyo Metropolitan University' 'Japan' 35.65238 139.72661 25 367 415 218 593 460 321 413.0 574 44.78] [502 'University of Sherbrooke' 'Canada' 30.22792 120.03306 21 367 567 218 454 421 321 413.0 853 44.77] [503 'University of Brescia' 'Italy' 37.768937 -87.111386 26 367 567 218 585 614 645 396.0 816 44.77] [504 'University of Ljubljana' 'Slovenia' 30.22792 120.03306 1 367 567 218 341 415 321 457.0 507 44.77] [505 'University of Nice Sophia Antipolis' 'France' 44.943012 -93.191637 21 266 567 218 451 259 511 424.0 513 44.75] [506 'University of Hull' 'United Kingdom' 53.771519 -0.369283 38 305 253 162 602 557 511 511.0 524 44.75] [507 'University of Coimbra' 'Portugal' -15.28419 -8.4265 3 359 567 218 415 423 645 424.0 459 44.75] [508 'Creighton University' 'USA' 41.263751 -95.948521 159 367 567 218 824 724 368 402.0 615 44.75] [509 'Georgia State University' 'USA' 33.754533 -84.386099 160 367 405 218 449 484 511 457.0 360 44.74] [510 'University of Wisconsin–Milwaukee' 'USA' 30.22792 120.03306 161 229 248 218 516 491 511 503.0 871 44.74] [511 'Catholic University of Korea' 'South Korea' 37.48601 126.80154 18 367 567 218 576 792 645 590.0 139 44.74] [512 'University of Tokushima' 'Japan' 30.22792 120.03306 26 107 567 218 643 453 645 529.0 247 44.73] [513 'Yokohama City University' 'Japan' 35.489014 139.683801 27 367 231 218 685 370 645 520.0 359 44.73] [514 'Lanzhou University' 'China' 36.050357 103.850246 28 367 567 218 350 689 645 457.0 624 44.72] [515 'University of Crete' 'Greece' 35.308131 25.082932 3 367 567 218 491 518 511 420.0 871 44.72] [516 'SUNY Downstate Medical Center' 'USA' 40.654531 -73.945084 162 367 567 155 756 446 511 437.0 660 44.72] [517 'University of Potsdam' 'Germany' 44.668787 -74.985143 41 367 567 218 485 313 511 424.0 584 44.72] [518 'Yokohama National University' 'Japan' 35.489014 139.683801 28 88 217 135 909 865 645 809.0 440 44.72] [519 'New Mexico State University' 'USA' 35.95422 -90.45997 163 367 432 218 711 585 321 424.0 871 44.71] [520 'University of Bayreuth' 'Germany' 49.9274 11.585129 42 367 567 218 457 331 321 447.0 603 44.71] [521 'Bar-Ilan University' 'Israel' 32.06495 34.84665 6 280 392 218 404 410 645 495.0 338 44.71] [522 'University of Mississippi - Oxford Campus' 'USA' 34.364824 -89.542242 164 367 567 218 508 851 428 424.0 611 44.7] [523 'University of Tasmania' 'Australia' -42.906671 147.321537 12 367 567 218 429 261 645 447.0 727 44.7] [524 'Graduate University for Advanced Studies' 'Japan' 43.025216 -88.188282 29 367 567 218 613 291 645 420.0 871 44.7] [525 'University of Surrey' 'United Kingdom' 51.236743 -0.607287 39 217 295 218 419 553 428 549.0 300 44.7] [526 'Federal University of Minas Gerais' 'Brazil' -19.8719 -43.96625 4 367 425 218 417 521 428 549.0 207 44.7] [527 'University of Tromsø - The Arctic University of Norway' 'Norway' 30.22792 120.03306 4 367 567 218 493 407 287 447.0 824 44.7] [528 'University of Palermo' 'Italy' 37.878646 13.409773 27 367 567 218 452 545 812 437.0 559 44.7] [529 'Shinshu University' 'Japan' 33.59246 130.83497 30 367 517 218 594 602 368 486.0 244 44.7] [530 'University of Science and Technology Beijing' 'China' -0.615621 30.656405 29 367 121 218 542 937 511 886.0 408 44.7] [531 'University of Catania' 'Italy' 37.696228 15.010977 28 213 567 218 438 693 428 457.0 853 44.69] [532 'Mahidol University' 'Thailand' 13.79493 100.32562 2 367 567 218 476 372 368 447.0 861 44.69] [533 'University of Canterbury' 'New Zealand' -43.524699 172.581266 3 190 195 218 569 437 428 606.0 871 44.68] [534 'Indian Institute of Technology Madras' 'India' 28.544418 77.1893 5 367 147 218 523 943 812 796.0 317 44.68] [535 'University of Bremen' 'Germany' 33.70895 -85.14935 43 367 567 218 466 289 321 471.0 515 44.68] [536 'Otto-von-Guericke University Magdeburg' 'Germany' 52.139776 11.642792 44 367 567 218 486 629 511 457.0 388 44.68] [537 'University of Tartu' 'Estonia' 58.38108 26.71982 1 365 567 218 586 318 368 457.0 426 44.68] [538 'University of Windsor' 'Canada' 42.318259 -83.041857 22 367 133 218 764 912 812 754.0 658 44.68] [539 'University of Nantes' 'France' 30.22792 120.03306 22 367 567 218 483 420 511 447.0 579 44.67] [540 'Royal Holloway, University of London' 'United Kingdom' 51.425885 -0.563789 40 367 567 218 564 306 428 447.0 556 44.67] [541 'James Cook University' 'Australia' -19.325489 146.755689 13 367 567 218 505 248 428 457.0 665 44.67] [542 'National Yang-Ming University' 'Taiwan' nan nan 5 367 567 218 345 517 511 495.0 824 44.65] [543 'University of Akron' 'USA' 41.075021 -81.512129 165 367 400 218 656 653 645 606.0 166 44.65] [544 'National Chung Hsing University' 'Taiwan' nan nan 6 367 211 218 412 682 511 606.0 871 44.65] [545 'City University London' 'United Kingdom' 51.527574 -0.10275 41 367 122 218 785 861 812 880.0 601 44.64] [546 'New York Medical College' 'USA' 41.08409 -73.81092 166 367 567 218 752 622 812 437.0 719 44.64] [547 'Nara Institute of Science and Technology' 'Japan' 38.992518 -76.938904 31 367 567 218 773 329 645 495.0 270 44.63] [548 'École Centrale Paris' 'France' 48.86508 2.35657 23 367 111 218 995 827 812 958.0 839 44.63] [549 'Auburn University' 'USA' 35.915033 -78.912063 167 367 232 218 472 569 368 606.0 425 44.63] [550 'University of Arkansas - Fayetteville' 'USA' 36.065887 -94.174367 168 204 345 218 517 571 645 520.0 409 44.62] [551 'University of Zagreb' 'Croatia' 45.842155 16.022855 1 367 567 218 553 541 428 471.0 650 44.62] [552 'University of Lübeck' 'Germany' 53.8344 10.70392 45 367 567 218 649 394 812 457.0 629 44.62] [553 'Hunan University' 'China' 28.188136 112.943469 30 367 291 218 464 906 645 529.0 816 44.62] [554 'University of Missouri–Kansas City' 'USA' 38.66566 -90.3315 169 311 480 218 634 447 645 471.0 687 44.61] [555 "Tokyo Women's Medical University" 'Japan' 35.69801 139.72015 32 367 567 218 787 594 511 480.0 362 44.61] [556 'Montana State University - Bozeman' 'USA' 45.670643 -111.065812 170 367 477 218 575 323 287 495.0 744 44.61] [557 'University of Aveiro' 'Portugal' 30.22792 120.03306 4 367 567 218 413 680 511 590.0 212 44.61] [558 'National University of Ireland, Galway' 'Ireland' 53.276423 -9.058512 4 367 567 218 588 546 645 503.0 293 44.61] [559 'University of Oviedo' 'Spain' 28.6576 -81.18688 16 367 539 218 440 445 428 495.0 579 44.61] [560 'Dongguk University' 'South Korea' 37.5601 126.9984 19 367 305 218 927 917 812 997.0 108 44.61] [561 'University of Trento' 'Italy' 46.06682 11.12326 29 367 567 218 488 556 368 486.0 861 44.61] [562 'University Lille 1: Sciences and Technologies' 'France' 49.293335 2.306689 24 367 567 218 414 400 368 511.0 546 44.6] [563 'Chang Gung University' 'Taiwan' 22.90472 120.27306 7 367 567 218 344 598 812 520.0 824 44.6] [564 'National Central University' 'Taiwan' 14.604211 120.99427 8 225 567 218 384 468 511 520.0 839 44.6] [565 'Aalborg University' 'Denmark' 57.01517 9.98682 5 367 439 218 596 660 287 520.0 401 44.59] [566 'Utah State University' 'USA' 41.749761 -111.806348 171 166 352 218 564 414 368 565.0 371 44.59] [567 'Baylor University' 'USA' 31.550621 -97.115665 172 367 293 218 682 681 321 540.0 630 44.59] [568 'Bangor University' 'United Kingdom' 53.22898 -4.130632 42 260 370 218 622 568 511 529.0 342 44.59] [569 'King Saud University' 'Saudi Arabia' 24.717099 46.619397 1 367 182 218 560 539 645 837.0 232 44.59] [570 'University of Cagliari' 'Italy' 39.283276 9.281517 30 367 567 218 518 567 511 486.0 623 44.59] [571 'Kent State University' 'USA' 41.268102 -81.392976 173 367 567 218 610 436 511 486.0 498 44.58] [572 'Central China Normal University' 'China' 30.526164 114.355532 31 367 567 218 631 855 511 480.0 778 44.58] [573 'University of Fribourg' 'Switzerland' 46.793058 7.157106 8 232 252 218 734 428 428 579.0 787 44.58] [574 'Medical University of Graz' 'Austria' 47.07806 15.44917 6 367 567 218 573 628 812 486.0 576 44.58] [575 'Second University of Naples' 'Italy' 12.033966 79.858722 31 367 567 218 556 641 645 486.0 824 44.57] [576 'International School for Advanced Studies' 'Italy' 10.679027 -61.557418 32 367 567 218 623 406 812 486.0 768 44.57] [577 'Tampere University of Technology' 'Finland' 30.22792 120.03306 7 367 156 218 816 646 645 796.0 746 44.56] [578 'Inha University' 'South Korea' 37.451782 126.654964 20 367 381 218 568 780 511 565.0 273 44.56] [579 'Deakin University' 'Australia' -37.846869 145.114198 14 367 424 218 502 647 321 529.0 636 44.56] [580 'National Polytechnic Institute of Toulouse' 'France' 42.730302 -73.678772 25 367 242 218 486 672 812 646.0 413 44.56] [581 'Sogang University' 'South Korea' 39.63389 125.15417 21 367 567 218 806 798 812 921.0 115 44.56] [582 'University of Ioannina' 'Greece' 30.22792 120.03306 4 367 567 218 597 836 645 495.0 871 44.55] [583 'Federal University of Rio Grande do Sul' 'Brazil' -30.03384 -51.21857 5 367 567 218 410 578 428 529.0 787 44.55] [584 'University of Graz' 'Austria' 47.07806 15.44917 7 349 453 204 571 547 812 511.0 600 44.54] [585 'University of Montana - Missoula' 'USA' 46.861451 -113.983171 174 353 567 218 713 315 428 503.0 702 44.54] [586 'East China Normal University' 'China' 31.23029 121.41069 32 367 272 218 436 645 812 622.0 576 44.54] [587 'Plymouth University' 'United Kingdom' 50.375633 -4.140116 43 367 544 218 532 429 511 511.0 651 44.54] [588 'Victoria University of Wellington' 'New Zealand' -36.848278 174.767744 4 317 223 218 606 469 645 646.0 809 44.54] [589 'Federal University of São Paulo' 'Brazil' -22.69776 -45.11842 6 367 567 218 504 638 368 520.0 839 44.53] [590 'Southern Illinois University Carbondale' 'USA' 37.71311 -89.21869 175 208 533 218 591 512 812 520.0 588 44.53] [591 'University of Alaska Fairbanks' 'USA' 64.859774 -147.827034 176 367 420 218 642 373 511 520.0 792 44.53] [592 'University of Toledo' 'USA' 41.620028 -83.616552 177 367 567 218 618 555 812 606.0 220 44.53] [593 'Carleton University' 'Canada' 45.385619 -75.697214 23 367 538 218 479 739 264 549.0 871 44.53] [594 'Cranfield University' 'United Kingdom' 52.070288 -0.629019 44 367 176 218 763 762 812 770.0 549 44.52] [595 'Curtin University' 'Australia' -31.999193 115.892852 15 367 559 218 425 384 511 549.0 518 44.52] [596 'Indian Institute of Technology Bombay' 'India' 28.544418 77.1893 6 367 507 218 521 815 645 699.0 176 44.52] [597 'University of Portsmouth' 'United Kingdom' 50.793738 -1.097808 45 367 567 218 768 719 234 540.0 765 44.52] [598 'Osaka Prefecture University' 'Japan' 34.685181 135.557903 33 367 411 218 688 671 812 686.0 187 44.52] [599 'Nagoya City University' 'Japan' 35.137938 136.926544 34 367 333 218 785 525 368 565.0 400 44.52] [600 'LSU Health Sciences Center New Orleans' 'USA' 39.654821 -79.958218 178 367 567 218 823 544 645 503.0 661 44.52] [601 'Tata Institute of Fundamental Research' 'India' 17.44325 78.31062 7 367 567 218 468 450 368 540.0 792 44.51] [602 'Konkuk University' 'South Korea' 36.94938 127.90764 22 367 388 218 533 748 812 686.0 204 44.51] [603 'University of La Laguna' 'Spain' 14.159174 121.136654 17 367 567 218 514 336 645 529.0 661 44.51] [604 'University of Hertfordshire' 'United Kingdom' 51.7531 -0.24176 46 367 567 218 792 396 511 511.0 839 44.51] [605 'Florida International University' 'USA' 25.75622 -80.375936 179 367 567 218 496 508 428 540.0 585 44.5] [606 'University of Rhode Island' 'USA' 41.484944 -71.531722 180 367 265 218 664 385 511 637.0 472 44.5] [607 'Mississippi State University' 'USA' 33.45413 -88.790369 181 155 220 218 605 608 645 754.0 566 44.5] [608 'Gunma University' 'Japan' 36.5565 139.035028 35 367 567 218 627 531 511 590.0 252 44.5] [609 'University of New Orleans' 'USA' 30.03113 -90.064765 182 367 567 218 944 840 428 511.0 871 44.5] [610 'Putra University, Malaysia' 'Malaysia' 2.998003 101.71219 3 367 567 218 860 900 812 989.0 114 44.49] [611 'Memorial University of Newfoundland' 'Canada' 47.585846 -52.736858 24 367 567 218 552 577 645 529.0 653 44.49] [612 'Universidade Nova de Lisboa' 'Portugal' 38.760024 -9.194109 5 367 567 218 506 477 645 540.0 590 44.49] [613 'Griffith University' 'Australia' -27.546482 153.064293 16 367 567 218 436 500 368 565.0 556 44.49] [614 'Indian Institute of Technology Kharagpur' 'India' 22.311993 87.309983 8 367 242 218 500 974 812 686.0 644 44.49] [615 'Soochow University (Suzhou)' 'China' nan nan 33 367 567 218 396 773 812 565.0 871 44.49] [616 'Texas A&M Health Science Center' 'USA' 31.030974 -98.326329 183 367 567 218 672 440 645 558.0 336 44.49] [617 'Semmelweis University' 'Hungary' 50.809611 12.550945 2 367 567 218 650 481 511 529.0 670 44.48] [618 'Lille 2 University of Health and Law' 'France' nan nan 26 367 567 218 821 631 645 520.0 630 44.48] [619 'Kagoshima University' 'Japan' 31.567073 130.556069 36 367 281 218 733 706 511 715.0 251 44.48] [620 'Flinders University' 'Australia' -35.025542 138.573032 17 122 567 218 518 581 812 622.0 686 44.48] [621 'Queensland University of Technology' 'Australia' -27.477755 153.028851 18 367 567 218 477 750 511 558.0 492 44.48] [622 'Tokai University' 'Japan' 35.994754 138.171849 37 367 567 218 721 644 645 540.0 448 44.48] [623 'Istanbul University' 'Turkey' 41.015778 28.960412 2 253 386 218 684 560 645 558.0 871 44.48] [624 'Tokyo University of Agriculture and Technology' 'Japan' 38.992518 -76.938904 38 367 567 218 641 756 511 606.0 264 44.47] [625 'Louisiana Tech University' 'USA' 32.532883 -92.651234 184 367 197 218 969 871 428 754.0 792 44.47] [626 'University of Texas at Arlington' 'USA' 32.728204 -97.116494 185 367 567 218 492 532 511 565.0 462 44.47] [627 'China Agricultural University' 'China' 29.534288 106.479305 34 367 534 218 407 362 645 590.0 572 44.47] [628 'Chungnam National University' 'South Korea' 36.372169 127.346973 23 367 567 218 470 563 645 622.0 290 44.47] [629 'University of Minho' 'Portugal' 41.56104 -8.39647 6 367 567 218 588 652 287 606.0 363 44.46] [630 'University of Eastern Piedmont Amedeo Avogadro""' 'Italy' 12.503813 124.666418 33 367 567 218 693 623 645 540.0 739 44.46] [631 'Open University (UK)' 'United Kingdom' 24.869027 91.858196 47 367 567 218 616 340 645 549.0 809 44.46] [632 'University of Essex' 'United Kingdom' 51.877208 0.947675 48 119 358 218 694 695 511 671.0 871 44.45] [633 'Paris-Est Créteil Val-de-Marne University' 'France' -33.040711 -71.372477 27 367 406 218 732 611 812 558.0 824 44.45] [634 'Hacettepe University' 'Turkey' 39.86886 32.735656 3 367 567 218 658 630 428 549.0 871 44.45] [635 'State University of New York Upstate Medical University' 'USA' 42.090665 -75.969782 186 367 567 218 774 632 428 549.0 598 44.45] [636 'Braunschweig University of Technology' 'Germany' 30.22792 120.03306 46 226 567 218 551 383 645 622.0 343 44.44] [637 'University of Salamanca' 'Spain' 42.16312 -78.72328 18 367 491 218 544 483 511 565.0 736 44.44] [638 'Indian Institute of Technology Roorkee' 'India' 29.865441 77.897429 9 367 395 218 839 931 428 565.0 871 44.44] [639 'Örebro University' 'Sweden' 59.254484 15.24989 11 367 529 218 816 747 428 549.0 871 44.44] [640 'Northeast Normal University' 'China' 14.587555 120.983332 35 367 567 218 678 765 645 549.0 871 44.44] [641 'University of Patras' 'Greece' 30.22792 120.03306 5 367 567 218 510 704 511 565.0 731 44.44] [642 'Beijing University of Chemical Technology' 'China' nan nan 36 367 536 218 558 984 812 715.0 214 44.44] [643 'Northern Illinois University' 'USA' 41.937424 -88.76989 187 367 284 218 669 661 321 671.0 621 44.44] [644 'Rovira i Virgili University' 'Spain' 41.1192 1.250799 19 367 567 218 555 573 428 579.0 485 44.44] [645 'La Trobe University' 'Australia' -36.749992 144.282538 19 367 457 218 536 455 812 579.0 803 44.44] [646 'Warsaw University of Technology' 'Poland' 30.22792 120.03306 3 344 545 218 696 757 287 579.0 824 44.43] [647 'Binghamton University' 'USA' 42.08901 -75.967232 188 367 263 218 710 593 812 671.0 853 44.43] [648 'Shizuoka University' 'Japan' 34.965566 138.431414 39 367 476 218 834 708 645 826.0 163 44.43] [649 'Hong Kong Baptist University' 'Hong Kong' 22.38742 114.208222 6 367 516 218 592 937 511 565.0 691 44.43] [650 'Albany Medical College' 'USA' 42.654113 -73.777764 189 171 567 218 893 771 645 579.0 720 44.43] [651 'Ehime University' 'Japan' 33.767778 132.906995 40 367 514 218 619 582 511 590.0 418 44.43] [652 'University of Los Andes (Colombia)' 'Colombia' nan nan 1 367 189 218 898 561 428 837.0 749 44.43] [653 'Polytechnic University of Turin' 'Italy' -15.803231 35.027614 34 367 567 218 465 798 645 659.0 283 44.43] [654 'University of Burgundy' 'France' 30.22792 120.03306 28 224 567 218 513 527 812 590.0 774 44.42] [655 'University of Idaho' 'USA' 46.723697 -117.014544 190 367 567 218 664 417 511 579.0 469 44.42] [656 'Old Dominion University' 'USA' 36.886893 -76.305823 191 367 567 218 719 590 511 590.0 379 44.42] [657 'Yamaguchi University' 'Japan' 34.158384 131.460751 41 367 567 218 753 787 645 732.0 202 44.42] [658 'Massey University' 'New Zealand' -40.384469 175.6165 5 367 496 218 570 554 812 579.0 723 44.42] [659 'Donghua University' 'China' 47.24501 124.64791 37 367 567 218 805 962 234 622.0 726 44.41] [660 'University of the Balearic Islands' 'Spain' 39.609284 2.964907 20 367 567 218 629 558 428 590.0 503 44.41] [661 'Portland State University' 'USA' 45.511021 -122.686397 192 367 245 218 800 548 812 741.0 484 44.41] [662 'Marche Polytechnic University' 'Italy' 28.14626 -81.846932 35 367 567 218 688 649 812 565.0 748 44.41] [663 'University of Québec at Montreal' 'Canada' nan nan 25 367 422 218 537 534 428 622.0 871 44.41] [664 'UNESP, São Paulo State University' 'Brazil' nan nan 7 367 567 218 356 613 511 671.0 627 44.41] [665 'Loma Linda University' 'USA' 34.051314 -117.261165 193 367 567 218 848 755 645 565.0 555 44.41] [666 'University of Toyama' 'Japan' 30.22792 120.03306 42 367 307 218 685 760 645 646.0 871 44.41] [667 'University of Debrecen' 'Hungary' 47.554325 21.623901 3 367 567 218 687 621 428 590.0 499 44.4] [668 'University of Maine, Orono' 'USA' 44.89632 -68.67236 194 345 567 218 788 427 368 637.0 346 44.4] [669 'Graz University of Technology' 'Austria' 30.22792 120.03306 8 367 567 218 677 715 368 622.0 404 44.4] [670 'Gifu University' 'Japan' 35.422492 136.752606 43 367 567 218 701 658 645 606.0 403 44.4] [671 'University of Jyväskylä' 'Finland' 30.22792 120.03306 8 367 525 218 456 443 812 622.0 805 44.4] [672 'University of Paris 13' 'France' 30.22792 120.03306 29 367 567 218 669 744 645 579.0 700 44.4] [673 'University of Girona' 'Spain' 42.061865 2.819328 21 367 567 218 662 843 645 579.0 756 44.4] [674 'Keele University' 'United Kingdom' 53.003055 -2.269481 49 367 567 218 659 533 321 606.0 853 44.4] [675 'University of Poitiers' 'France' 46.566469 0.265732 30 255 567 148 636 470 645 671.0 754 44.39] [676 'University of Insubria' 'Italy' 45.79802 8.85361 36 367 567 218 705 564 645 579.0 871 44.39] [677 'Wuhan University of Technology' 'China' 30.524318 114.344431 38 367 499 218 738 931 428 590.0 763 44.39] [678 'University of Pretoria' 'South Africa' -25.754256 28.232104 5 367 262 218 620 513 511 741.0 604 44.39] [679 'Banaras Hindu University' 'India' 25.266945 82.992249 10 243 260 218 754 904 511 741.0 871 44.39] [680 "University of L'Aquila" 'Italy' 42.055818 13.592935 37 367 567 218 655 678 645 590.0 871 44.38] [681 'University of Alicante' 'Spain' 38.450686 -0.743851 22 367 567 218 666 779 812 686.0 262 44.38] [682 'American University of Beirut' 'Lebanon' 33.899488 35.483632 1 114 247 218 915 892 812 880.0 871 44.38] [683 'University of Ulster' 'United Kingdom' 55.146263 -6.679351 50 367 567 218 747 808 321 732.0 240 44.38] [684 'Shanghai University' 'China' 31.28553 121.5075 39 367 567 218 494 929 812 622.0 782 44.38] [685 'Comenius University in Bratislava' 'Slovak Republic' nan nan 1 367 567 218 707 624 645 590.0 871 44.38] [686 'University of Vigo' 'Spain' 30.22792 120.03306 23 367 567 218 577 822 428 622.0 621 44.38] [687 'University of Nevada, Las Vegas' 'USA' 39.54158 -119.81491 195 367 448 218 640 473 812 622.0 861 44.38] [688 'Swinburne University of Technology' 'Australia' -37.82208 145.03819 20 367 567 218 654 456 511 606.0 772 44.38] [689 'Tilburg University' 'Netherlands' 51.564458 5.074477 13 367 289 218 566 878 428 732.0 871 44.37] [690 'University of Messina' 'Italy' 38.19241 15.54611 38 367 567 218 608 803 812 606.0 871 44.37] [691 'Kaiserslautern University of Technology' 'Germany' 30.22792 120.03306 47 367 522 218 679 523 812 606.0 668 44.37] [692 'University of Kent' 'United Kingdom' 51.29531 1.065416 51 367 433 218 625 458 511 637.0 861 44.37] [693 'University of Málaga' 'Spain' 30.22792 120.03306 24 367 567 218 660 830 645 781.0 203 44.37] [694 'Loughborough University' 'United Kingdom' 52.762223 -1.238885 52 367 567 218 512 806 511 646.0 480 44.37] [695 'National Technical University of Athens' 'Greece' 2.202113 102.247069 6 187 567 218 514 950 511 659.0 871 44.37] [696 'Liverpool John Moores University' 'United Kingdom' 53.412296 -2.980904 53 367 567 218 723 395 511 606.0 871 44.37] [697 'Sharif University of Technology' 'Iran' 30.164673 71.495645 1 116 567 218 563 950 511 732.0 871 44.37] [698 'Birkbeck, University of London' 'United Kingdom' 51.521972 -0.130042 54 300 567 218 724 339 428 622.0 871 44.37] [699 'University François Rabelais, Tours' 'France' 47.590027 1.336672 31 201 567 218 667 499 812 637.0 703 44.37] [700 'University of Haifa' 'Israel' 30.22792 120.03306 7 367 372 218 535 479 812 686.0 503 44.36] [701 'Roma Tre University' 'Italy' 41.85547 12.469258 39 367 567 218 639 637 511 622.0 756 44.36] [702 'Masaryk University' 'Czech Republic' 48.862239 2.207632 2 367 567 218 645 519 645 622.0 705 44.36] [703 'University of Salerno' 'Italy' 30.22792 120.03306 40 367 567 218 537 835 511 646.0 525 44.36] [704 'King Abdullah University of Science and Technology' 'Saudi Arabia' 38.992518 -76.938904 2 367 567 126 691 529 812 946.0 182 44.36] [705 'Beihang University' 'China' 28.077051 -82.43741 40 367 383 218 460 865 645 770.0 307 44.35] [706 'Fuzhou University' 'China' 26.06139 119.30611 41 367 399 218 727 984 428 671.0 463 44.35] [707 'Heriot-Watt University' 'United Kingdom' 55.913482 -3.319527 55 367 335 218 601 597 812 715.0 439 44.35] [708 'China Medical University (Taiwan)' 'Taiwan' 24.153966 120.683265 9 367 567 218 428 686 812 671.0 871 44.35] [709 'University of Cantabria' 'Spain' 43.47363 -3.79904 25 367 523 218 603 587 428 646.0 571 44.35] [710 'Rochester Institute of Technology' 'USA' 25.122403 55.37797 196 367 431 218 905 643 287 671.0 587 44.35] [711 'Royal College of Surgeons in Ireland' 'Ireland' 51.515126 -0.115887 5 367 567 218 888 714 368 646.0 446 44.35] [712 'San Francisco State University' 'USA' 37.72385 -122.479626 197 271 567 218 864 572 511 622.0 871 44.35] [713 'Sapporo Medical University' 'Japan' -4.42808 15.349372 44 367 567 218 975 837 645 637.0 441 44.35] [714 'Indian Institute of Technology Kanpur' 'India' 26.519419 80.240028 11 174 503 218 561 848 645 715.0 450 44.34] [715 'Johannes Kepler University of Linz' 'Austria' 48.337559 14.321552 9 367 378 218 742 659 645 671.0 560 44.34] [716 'Czech Technical University in Prague' 'Czech Republic' 2.202113 102.247069 3 347 567 218 673 816 428 646.0 582 44.34] [717 'Marquette University' 'USA' 43.037355 -87.920215 198 367 201 218 912 785 812 896.0 682 44.34] [718 'Missouri University of Science and Technology' 'USA' 38.992518 -76.938904 199 367 246 218 718 923 645 826.0 592 44.34] [719 'Howard University' 'USA' 38.921207 -77.020064 200 294 567 218 934 665 511 699.0 296 44.33] [720 'Aston University' 'United Kingdom' 52.485549 -1.889436 56 367 355 218 827 895 645 754.0 306 44.33] [721 'École normale supérieure de Cachan' 'France' -17.535038 -149.541249 32 121 323 218 895 776 428 826.0 871 44.33] [722 'Jichi Medical University' 'Japan' -4.42808 15.349372 45 367 567 218 930 633 511 637.0 641 44.33] [723 'Rutgers, The State University of New Jersey - Newark' 'USA' nan nan 201 367 567 218 832 515 645 637.0 871 44.33] [724 'Palacký University, Olomouc' 'Czech Republic' 49.59543 17.26036 4 367 567 218 739 562 511 659.0 475 44.33] [725 'Ankara University' 'Turkey' 39.91987 32.85427 4 367 341 218 743 728 511 699.0 871 44.33] [726 'University of Belgrade' 'Serbia' 44.81841 20.38753 1 276 567 218 422 694 511 715.0 824 44.33] [727 'Toho University' 'Japan' 33.43709 130.84924 46 367 567 159 836 824 812 699.0 787 44.33] [728 'Kyoto Prefectural University of Medicine' 'Japan' nan nan 47 367 567 218 852 752 645 637.0 871 44.33] [729 'Swansea University' 'United Kingdom' 51.60806 -3.977397 57 367 428 218 523 566 645 699.0 595 44.32] [730 'Université de Namur' 'Belgium' 50.465867 4.861789 8 164 464 218 881 700 645 699.0 716 44.32] [731 'University of Szeged' 'Hungary' 30.22792 120.03306 4 367 567 205 657 720 812 659.0 532 44.32] [732 'Kitasato University' 'Japan' 40.62239 141.23905 48 367 567 218 725 595 812 646.0 871 44.32] [733 'Hasselt University' 'Belgium' 50.935484 5.334128 9 367 340 218 829 904 645 699.0 761 44.32] [734 'University of Córdoba (Spain)' 'Spain' 38.001032 -4.771112 26 367 567 218 632 725 812 659.0 633 44.32] [735 'Åbo Akademi University' 'Finland' 60.45399 22.279288 9 367 567 218 765 679 645 646.0 731 44.32] [736 'Tottori University' 'Japan' 35.522167 134.171906 49 367 343 218 908 721 511 741.0 390 44.32] [737 'Kindai University' 'Japan' 34.650539 135.715647 50 367 567 218 680 712 428 686.0 437 44.32] [738 'University of Castilla–La Mancha' 'Spain' 30.22792 120.03306 27 367 567 218 627 751 812 671.0 519 44.31] [739 'University of Augsburg' 'Germany' 32.637259 74.159491 48 367 567 218 816 684 812 646.0 792 44.31] [740 'Paul Valéry University, Montpellier III' 'France' 43.627798 3.869634 33 367 567 218 837 502 287 686.0 871 44.31] [741 'University of Mons' 'Belgium' 30.22792 120.03306 10 367 567 218 812 793 645 659.0 517 44.31] [742 'Istanbul Technical University' 'Turkey' 2.202113 102.247069 5 367 440 218 646 875 368 699.0 839 44.31] [743 'University of Natural Resources and Life Sciences, Vienna' 'Austria' nan nan 10 367 567 218 778 627 511 659.0 611 44.31] [744 'National University of La Plata' 'Argentina' nan nan 2 367 513 218 546 559 511 686.0 871 44.31] [745 'University of Calabria' 'Italy' 38.270419 16.024497 41 367 567 218 583 890 428 686.0 700 44.31] [746 'University of Memphis' 'USA' 35.1187 -89.93731 202 367 382 218 782 640 511 741.0 394 44.3] [747 "G. d'Annunzio University, Chieti-Pescara" 'Italy' 42.368723 14.146804 42 367 567 218 750 615 812 659.0 871 44.3] [748 'University of Missouri–St. Louis' 'USA' nan nan 203 367 371 218 897 524 428 715.0 634 44.3] [749 'Beijing Institute of Technology' 'China' 14.629227 121.225353 42 367 567 218 528 969 511 699.0 569 44.3] [750 "University of Évry Val d'Essonne" 'France' 48.532777 2.445185 34 367 567 218 996 368 645 659.0 871 44.3] [751 'University of South Australia' 'Australia' -37.806214 140.766463 21 367 324 218 604 746 812 781.0 431 44.3] [752 'University of Alabama in Huntsville' 'USA' 34.725084 -86.640445 204 367 567 218 921 432 645 659.0 805 44.3] [753 'University of Salzburg' 'Austria' 32.637259 74.159491 11 367 270 218 933 738 812 796.0 871 44.3] [754 'University of Mississippi Medical Center' 'USA' 32.329057 -90.171671 205 367 567 218 775 504 511 671.0 871 44.29] [755 'National Research Nuclear University MEPhI' 'Russia' nan nan 4 306 567 218 957 699 428 671.0 871 44.29] [756 'Chung-Ang University' 'South Korea' -34.637854 -58.438563 24 367 461 218 637 781 511 886.0 218 44.29] [757 'Kaohsiung Medical University' 'Taiwan' -4.42808 15.349372 10 367 567 218 539 854 812 699.0 661 44.29] [758 'University of Neuchâtel' 'Switzerland' 47.001964 6.807484 9 352 567 218 863 635 812 671.0 640 44.29] [759 'University of Yamanashi' 'Japan' 30.22792 120.03306 51 367 567 218 869 862 645 715.0 382 44.29] [760 'Yamagata University' 'Japan' 38.249422 140.32938 52 367 567 218 775 736 812 686.0 535 44.29] [761 'New Jersey Institute of Technology' 'USA' 40.742872 -74.180712 206 259 472 218 791 670 812 741.0 391 44.28] [762 'East Carolina University' 'USA' 35.608747 -77.369743 207 367 394 218 699 685 812 732.0 639 44.28] [763 'University of Hyogo' 'Japan' 30.22792 120.03306 53 367 567 218 813 475 511 686.0 787 44.28] [764 'University of Picardie Jules Verne' 'France' nan nan 35 367 567 218 826 782 428 699.0 543 44.28] [765 'University of Salento' 'Italy' 40.35603 18.16709 43 367 567 218 661 743 511 699.0 654 44.28] [766 'Northern Arizona University' 'USA' 35.182447 -111.656441 208 367 537 218 939 489 645 686.0 609 44.28] [767 'Miguel Hernández University of Elche' 'Spain' 38.27628 -0.693246 28 367 567 218 757 617 812 699.0 497 44.28] [768 'University of Tehran' 'Iran' 35.74628 51.37939 2 181 567 218 489 984 812 770.0 871 44.28] [769 'Blaise Pascal University' 'France' 45.782173 4.872462 36 367 567 192 735 701 645 699.0 619 44.28] [770 'Yeungnam University' 'South Korea' 28.077051 -82.43741 25 367 417 218 761 974 812 867.0 231 44.27] [771 'Kurume University' 'Japan' 33.313227 130.518419 54 367 567 218 986 770 812 699.0 473 44.27] [772 'Institut national des sciences Appliquées de Lyon' 'France' 45.745088 4.870615 37 367 567 218 547 674 645 732.0 558 44.27] [773 'Saga University' 'Japan' 33.260768 130.295968 55 367 567 218 808 791 812 715.0 435 44.27] [774 'Chongqing University' 'China' 29.565015 106.548238 43 367 283 218 630 892 645 837.0 809 44.27] [775 'Jikei University School of Medicine' 'Japan' 17.359614 -62.736724 56 367 567 218 959 711 645 686.0 797 44.27] [776 'Second Military Medical University' 'China' 29.54052 106.44506 44 367 567 218 579 664 645 754.0 395 44.27] [777 'Jawaharlal Nehru Centre for Advanced Scientific Research' 'India' 13.068493 77.610996 12 367 567 218 868 650 645 715.0 453 44.27] [778 'University of North Texas, Denton' 'USA' 33.210049 -97.149744 209 367 567 218 675 636 645 715.0 554 44.27] [779 'Ege University' 'Turkey' 48.898362 9.188867 6 367 567 218 761 839 511 699.0 871 44.27] [780 'Mie University' 'Japan' 34.448957 136.414169 57 367 567 218 835 860 645 741.0 368 44.27] [781 'École Polytechnique de Montréal' 'Canada' 12.609893 -7.957961 26 367 507 218 716 921 511 741.0 412 44.27] [782 'AGH University of Science and Technology' 'Poland' 38.992518 -76.938904 4 267 279 218 708 891 511 896.0 398 44.26] [783 'University of Electronic Science and Technology of China' 'China' 30.74884 103.92474 45 367 308 218 529 912 812 837.0 552 44.26] [784 'University of Stirling' 'United Kingdom' 56.146981 -3.917376 58 367 357 218 772 707 812 754.0 871 44.26] [785 'University of Greifswald' 'Germany' 54.090431 13.406263 49 367 567 211 714 487 812 732.0 476 44.26] [786 'National Polytechnic Institute' 'Mexico' -0.438653 39.63732 2 330 567 218 573 579 428 741.0 620 44.26] [787 'Jacobs University Bremen' 'Germany' 53.166972 8.65038 50 367 567 218 894 666 511 715.0 533 44.26] [788 'Capital Medical University' 'China' 39.955654 -82.93851 46 367 567 218 525 754 511 741.0 871 44.26] [789 'Norwegian University of Life Sciences' 'Norway' 35.637817 139.38474 5 367 567 218 769 570 511 715.0 782 44.26] [790 'Michigan Technological University' 'USA' 47.115262 -88.54616 210 341 467 218 794 769 428 741.0 581 44.25] [791 'Vilnius University' 'Lithuania' 54.700902 25.251531 1 340 567 218 799 642 645 715.0 684 44.25] [792 'North Dakota State University - Main Campus' 'USA' 46.899743 -96.818746 211 172 567 218 702 790 812 770.0 871 44.25] [793 'University of Hohenheim' 'Germany' 48.71166 9.210402 51 367 567 218 767 691 645 715.0 782 44.25] [794 'University of North Carolina at Charlotte' 'USA' 35.307659 -80.734156 212 367 310 218 741 662 511 826.0 593 44.25] [795 'Zhengzhou University' 'China' 34.786016 113.67907 47 367 427 218 663 806 812 754.0 749 44.25] [796 'Cairo University' 'Egypt' 30.027129 31.206101 1 285 469 180 697 730 511 781.0 871 44.25] [797 'University of Caen Lower Normandy' 'France' 21.306893 -157.811018 38 207 567 218 637 768 812 754.0 787 44.25] [798 'Saitama Medical University' 'Japan' -4.42808 15.349372 58 367 567 218 993 586 645 732.0 488 44.25] [799 'University of Murcia' 'Spain' 37.948175 -1.403913 29 367 567 218 541 703 428 781.0 479 44.24] [800 'Showa University' 'Japan' 35.62792 138.53341 59 367 567 218 985 759 645 715.0 727 44.24] [801 'University of Oldenburg' 'Germany' 32.637259 74.159491 52 367 567 218 729 619 645 732.0 816 44.24] [802 'Magna Græcia University of Catanzaro' 'Italy' nan nan 44 367 567 218 948 813 812 715.0 766 44.24] [803 'National Sun Yat-sen University' 'Taiwan' nan nan 11 367 567 218 461 950 511 781.0 871 44.24] [804 'Nanjing University of Science and Technology' 'China' 38.992518 -76.938904 48 367 331 218 796 943 368 826.0 694 44.24] [805 'University of Concepción' 'Chile' 30.22792 120.03306 3 367 567 218 712 451 812 754.0 505 44.23] [806 'Chungbuk National University' 'South Korea' 14.604211 120.99427 26 367 567 218 745 859 812 809.0 319 44.23] [807 'Taipei Medical University' 'Taiwan' -4.42808 15.349372 12 367 567 218 499 883 645 781.0 661 44.23] [808 'Jaume I University' 'Spain' 41.557858 2.094742 30 367 567 218 794 958 645 741.0 643 44.23] [809 'Bowling Green State University' 'USA' 41.388336 -83.625243 213 367 373 218 910 705 645 781.0 824 44.23] [810 'Nanjing University of Technology' 'China' 30.22792 120.03306 49 367 567 218 748 984 812 932.0 217 44.22] [811 'University of New England (Australia)' 'Australia' 43.458911 -70.387763 22 367 251 218 938 634 511 932.0 797 44.22] [812 'Kangwon National University' 'South Korea' 14.604211 120.99427 27 367 567 218 706 819 645 781.0 428 44.22] [813 'Inje University' 'South Korea' 38.09473 128.24727 28 367 567 218 838 928 812 809.0 331 44.22] [814 'Aberystwyth University' 'United Kingdom' 52.418692 -4.062957 59 367 567 218 842 552 511 754.0 607 44.22] [815 'University of Technology, Sydney' 'Australia' 30.22792 120.03306 23 367 543 218 580 668 511 796.0 520 44.22] [816 'University of Franche-Comté' 'France' 50.842406 4.373996 39 302 567 218 743 814 511 770.0 583 44.22] [817 'University of Sassari' 'Italy' 40.714376 8.977134 45 367 567 218 758 592 812 754.0 805 44.21] [818 'Chiang Mai University' 'Thailand' 18.80259 98.95156 3 367 550 218 847 753 511 754.0 871 44.21] [819 'Budapest University of Technology and Economics' 'Hungary' -33.731644 18.963102 5 256 567 218 740 761 645 781.0 529 44.21] [820 'University of Maribor' 'Slovenia' 30.22792 120.03306 2 367 567 218 853 820 511 754.0 752 44.21] [821 'University of Bradford' 'United Kingdom' 53.791012 -1.765364 60 367 287 218 859 772 812 886.0 567 44.21] [822 'University of Perpignan Via Domitia' 'France' 43.183767 3.004218 40 160 567 218 974 580 428 826.0 871 44.21] [823 'Florida Institute of Technology' 'USA' 28.064278 -80.622758 214 367 567 218 973 793 368 770.0 871 44.21] [824 'University of Brighton' 'United Kingdom' 50.754498 0.263696 61 367 567 218 854 829 812 754.0 766 44.21] [825 'University of Massachusetts Boston' 'USA' 42.313694 -71.039083 215 367 429 218 846 698 428 796.0 824 44.21] [826 'Rio de Janeiro State University' 'Brazil' -22.367493 -42.491546 8 367 567 218 760 910 511 770.0 739 44.21] [827 'Nagoya Institute of Technology' 'Japan' 35.158751 136.925971 60 367 504 218 825 958 645 921.0 229 44.2] [828 'Jiangnan University' 'China' 22.78722 108.28354 50 367 567 218 783 912 812 770.0 628 44.2] [829 'Murdoch University' 'Australia' -32.066391 115.835014 24 367 527 218 827 501 645 770.0 770 44.2] [830 'University of Wales, Trinity Saint David' 'United Kingdom' 51.485544 -3.181358 62 367 567 218 1000 927 645 754.0 871 44.2] [831 'University of Rouen' 'France' 30.22792 120.03306 41 362 567 218 700 722 812 809.0 414 44.2] [832 'The Catholic University of America' 'USA' 38.935039 -77.001003 216 367 407 218 947 596 511 809.0 674 44.2] [833 'Wright State University - Dayton' 'USA' 39.784142 -84.058515 217 367 567 218 810 805 812 770.0 824 44.2] [834 'Dankook University' 'South Korea' 28.077051 -82.43741 29 367 567 218 888 948 645 896.0 241 44.2] [835 'Clarkson University' 'USA' 44.662493 -74.998851 218 367 390 218 981 974 812 809.0 685 44.19] [836 'University of Regina' 'Canada' 50.413695 -104.590282 27 367 567 218 851 737 645 781.0 573 44.19] [837 'Boğaziçi University' 'Turkey' 41.08475 29.051 7 367 519 218 843 766 511 781.0 824 44.19] [838 'Kōchi University' 'Japan' 33.556213 133.557536 61 367 567 218 942 788 812 781.0 536 44.19] [839 'University of Miyazaki' 'Japan' 30.22792 120.03306 62 290 567 218 952 692 645 826.0 393 44.19] [840 'University of Electro-Communications' 'Japan' 33.644088 -117.855537 63 161 567 218 857 833 645 906.0 332 44.19] [841 'University of Valladolid' 'Spain' 30.22792 120.03306 31 367 454 218 691 888 812 850.0 407 44.19] [842 'Bilkent University' 'Turkey' 39.907588 32.765829 8 367 475 218 781 789 812 796.0 871 44.19] [843 'Dublin City University' 'Ireland' 53.38512 -6.25897 6 367 567 218 803 933 511 850.0 347 44.19] [844 'University of South Alabama' 'USA' 30.696878 -88.183593 219 367 567 218 979 784 812 796.0 464 44.19] [845 'Sofia University' 'Bulgaria' 37.430678 -122.109306 1 254 567 218 814 881 645 796.0 871 44.19] [846 'Ocean University of China' 'China' 36.066718 120.332367 51 367 567 218 648 735 812 809.0 541 44.19] [847 'King Fahd University of Petroleum and Minerals' 'Saudi Arabia' 31.550535 35.399375 3 367 234 218 934 950 812 984.0 871 44.19] [848 'University of Veterinary Medicine Vienna' 'Austria' 32.637259 74.159491 12 367 567 184 872 687 511 809.0 654 44.19] [849 'University of Alcalá' 'Spain' 30.22792 120.03306 32 367 567 218 746 657 812 796.0 608 44.18] [850 'Hunter College' 'USA' 40.768523 -73.963911 220 261 438 218 822 610 812 826.0 805 44.18] [851 'All India Institute of Medical Sciences, New Delhi' 'India' 28.569224 77.212673 13 367 567 218 887 886 645 781.0 839 44.18] [852 'Gazi University' 'Turkey' 39.780745 32.807644 9 367 468 218 750 942 645 809.0 871 44.18] [853 'National University of Ireland, Maynooth' 'Ireland' 53.38317 -6.60034 7 244 567 218 992 710 812 809.0 561 44.18] [854 'Tehran University of Medical Sciences' 'Iran' 35.74628 51.37939 3 367 567 218 771 899 812 796.0 871 44.18] [855 'University of the Ryukyus' 'Japan' 18.007532 -76.781026 64 367 567 218 922 663 645 796.0 618 44.18] [856 'Florida Atlantic University' 'USA' 26.11959 -80.141697 221 367 567 218 855 741 812 796.0 714 44.17] [857 'University of Siegen' 'Germany' 30.22792 120.03306 53 367 532 218 870 732 428 809.0 769 44.17] [858 'Huazhong Agricultural University' 'China' 51.709988 -1.995258 52 367 567 218 651 535 645 837.0 494 44.17] [859 'University of Angers' 'France' 30.22792 120.03306 42 367 567 218 840 801 812 809.0 550 44.17] [860 'University of Seoul' 'South Korea' 30.22792 120.03306 30 367 567 218 989 907 645 921.0 259 44.17] [861 'Brock University' 'Canada' 43.119424 -79.247429 28 367 567 218 877 727 511 809.0 638 44.17] [862 'Fukuoka University' 'Japan' 33.568796 130.396607 65 367 567 218 971 876 812 837.0 416 44.17] [863 'Hamamatsu University School of Medicine' 'Japan' 17.359614 -62.736724 66 367 567 218 990 917 645 826.0 470 44.17] [864 'Nanjing Normal University' 'China' 14.587555 120.983332 53 367 456 218 729 709 428 850.0 742 44.17] [865 'National Chung Cheng University' 'Taiwan' nan nan 13 367 567 218 796 991 645 809.0 871 44.17] [866 'Nanjing Agricultural University' 'China' 51.709988 -1.995258 54 367 567 218 617 726 812 837.0 601 44.16] [867 'University of the Republic (Uruguay)' 'Uruguay' nan nan 66 367 567 218 814 669 812 809.0 871 44.16] [868 'Sejong University' 'South Korea' 36.59245 127.29223 31 367 567 218 788 845 812 837.0 466 44.16] [869 'Makerere University' 'Uganda' 0.335462 32.568422 1 367 567 218 882 656 645 809.0 871 44.16] [870 'University of New Brunswick' 'Canada' 45.942744 -66.648702 29 367 354 218 777 802 812 886.0 591 44.16] [871 'Northeastern University (China)' 'China' 42.339439 -71.087588 55 367 315 218 759 974 812 906.0 698 44.16] [872 'University of Extremadura' 'Spain' 30.22792 120.03306 33 367 567 218 766 958 812 826.0 630 44.16] [873 'RMIT University' 'Australia' -37.743993 142.058302 25 367 561 218 690 929 812 837.0 585 44.16] [874 'Royal Veterinary College, University of London' 'United Kingdom' 51.536557 -0.133548 63 246 567 218 896 550 511 837.0 746 44.16] [875 'Chung Yuan Christian University' 'Taiwan' nan nan 14 249 320 218 779 962 812 921.0 871 44.16] [876 'University of Osnabrück' 'Germany' 52.273391 8.061435 54 367 567 218 844 654 511 826.0 871 44.15] [877 'Northwest University (China)' 'China' 30.52047 114.39637 56 367 567 218 904 848 368 837.0 871 44.15] [878 'Chosun University' 'South Korea' 34.052301 -118.31042 32 367 567 218 942 984 812 991.0 209 44.15] [879 'University of Orléans' 'France' 30.03113 -90.064765 43 367 524 218 754 495 645 837.0 839 44.15] [880 'Jean Monnet University' 'France' 38.719924 -9.147029 44 367 567 218 626 486 812 850.0 710 44.15] [881 'École centrale de Lyon' 'France' 45.782787 4.768994 45 367 255 218 856 841 812 991.0 570 44.15] [882 'University of Western Sydney' 'Australia' 45.542848 -122.524029 26 367 567 218 651 551 645 850.0 647 44.15] [883 'Hefei University of Technology' 'China' 30.22792 120.03306 57 367 302 218 914 974 812 932.0 871 44.15] [884 'University of Massachusetts Lowell' 'USA' 42.38898 -72.5287 222 367 528 218 936 943 321 946.0 304 44.15] [885 'Manchester Metropolitan University' 'United Kingdom' 53.47008 -2.23908 64 367 458 218 941 677 812 850.0 721 44.14] [886 'Nanjing Medical University' 'China' -4.42808 15.349372 58 367 567 218 582 696 812 867.0 761 44.14] [887 'Kyoto Institute of Technology' 'Japan' 14.629227 121.225353 67 367 567 218 982 868 812 921.0 287 44.14] [888 'Shanghai Normal University' 'China' 31.23029 121.41069 59 367 463 218 919 950 812 850.0 871 44.14] [889 'Southwest University' 'China' 31.759174 -106.491709 60 268 567 218 695 897 645 867.0 669 44.14] [890 'Adam Mickiewicz University in Poznań' 'Poland' 52.40813 16.91543 5 150 567 218 675 775 812 932.0 657 44.14] [891 'University of Calcutta' 'India' 22.574945 88.362628 14 140 346 209 964 900 645 994.0 424 44.14] [892 'University of Pécs' 'Hungary' 30.22792 120.03306 6 367 567 218 962 812 812 850.0 501 44.14] [893 'Queens College, City University of New York' 'USA' 40.736683 -73.819666 223 323 374 218 977 690 812 886.0 729 44.14] [894 'University of Lleida' 'Spain' 30.22792 120.03306 34 367 567 218 883 850 812 837.0 809 44.14] [895 'Nanjing University of Aeronautics and Astronautics' 'China' 39.729513 -105.121827 61 367 486 218 709 974 812 867.0 853 44.14] [896 'University of Western Brittany' 'France' 45.542848 -122.524029 46 367 567 218 840 616 812 850.0 599 44.13] [897 'University of North Carolina at Greensboro' 'USA' 36.070675 -79.812927 224 367 567 218 899 825 645 850.0 575 44.13] [898 'Pukyong National University' 'South Korea' 14.604211 120.99427 33 367 567 218 906 962 812 896.0 356 44.13] [899 'Fourth Military Medical University' 'China' 29.54052 106.44506 62 367 567 218 609 716 645 880.0 692 44.13] [900 'University of Fukui' 'Japan' 30.22792 120.03306 68 367 567 218 950 797 812 850.0 610 44.13] [901 'University of Southern Mississippi' 'USA' 30.375324 -89.613997 225 367 567 218 913 853 812 850.0 676 44.13] [902 'University of Mannheim' 'Germany' 49.483 8.46181 55 367 518 218 916 903 428 867.0 871 44.13] [903 'Shimane University' 'Japan' 35.019795 132.512404 69 367 567 218 956 717 645 850.0 695 44.13] [904 'China University of Geosciences (Wuhan)' 'China' 30.52047 114.39637 63 367 558 218 928 639 428 867.0 752 44.13] [905 'University of Thessaly' 'Greece' 30.22792 120.03306 7 367 567 218 875 984 812 850.0 871 44.13] [906 'Oakland University' 'USA' 42.664582 -83.213875 226 367 567 218 888 810 812 850.0 871 44.13] [907 'Wilfrid Laurier University' 'Canada' 43.47433 -80.526007 30 367 298 218 952 921 812 969.0 871 44.13] [908 'Teikyo University' 'Japan' 54.76353 -1.582251 70 367 567 218 966 767 812 850.0 803 44.12] [909 'Saitama University' 'Japan' 35.859414 139.606266 71 367 349 218 959 609 511 932.0 545 44.12] [910 'Trent University' 'Canada' 44.357201 -78.290692 31 367 509 218 923 777 511 867.0 782 44.12] [911 'Nicolaus Copernicus University in Toruń' 'Poland' 53.01966 18.57147 6 367 567 218 873 821 511 867.0 698 44.12] [912 'Tarbiat Modares University' 'Iran' nan nan 4 367 567 218 769 991 812 867.0 871 44.12] [913 'University of North Dakota' 'USA' 47.920512 -97.066665 227 367 567 218 917 731 812 867.0 606 44.12] [914 'Isfahan University of Technology' 'Iran' 32.71683 51.530916 5 367 567 218 682 923 645 880.0 871 44.12] [915 'Fluminense Federal University' 'Brazil' -22.9067 -43.13304 9 367 313 218 802 892 645 958.0 871 44.12] [916 'National Taiwan University of Science and Technology' 'Taiwan' 38.992518 -76.938904 15 367 567 218 598 991 812 886.0 823 44.12] [917 'University of Lethbridge' 'Canada' 49.676972 -112.867493 32 367 567 218 957 718 511 867.0 853 44.12] [918 'Federal University of Santa Catarina' 'Brazil' -22.86285 -43.22884 10 367 567 218 606 941 812 886.0 763 44.12] [919 'University of Camerino' 'Italy' 30.22792 120.03306 46 367 567 218 903 826 812 867.0 724 44.12] [920 'University of Brasília' 'Brazil' 30.22792 120.03306 11 367 367 218 807 688 812 921.0 871 44.12] [921 'University of Wrocław' 'Poland' 51.11399 17.03393 7 355 567 218 736 842 645 880.0 871 44.12] [922 'University of Basilicata' 'Italy' 30.22792 120.03306 47 367 567 218 940 900 645 867.0 871 44.12] [923 'Jadavpur University' 'India' 22.561349 88.412862 15 367 515 218 849 991 428 886.0 735 44.11] [924 'South China Normal University' 'China' 30.526164 114.355532 64 367 452 218 674 912 645 906.0 744 44.11] [925 'University of Hyderabad' 'India' 17.452321 78.330084 16 367 567 218 879 910 812 880.0 871 44.11] [926 'Ritsumeikan University' 'Japan' 35.033328 135.724915 72 367 325 218 906 882 511 984.0 430 44.1] [927 'Carlos III University of Madrid' 'Spain' 40.4749 -3.697066 35 367 567 218 643 958 812 946.0 383 44.1] [928 'University of Cyprus' 'Cyprus' 35.159929 33.377647 1 367 567 218 820 896 645 886.0 816 44.1] [929 'University of Texas at El Paso' 'USA' 31.774171 -106.505475 228 367 442 218 910 838 812 906.0 706 44.1] [930 'University of Cádiz' 'Spain' 40.26438 -80.99801 36 367 567 218 850 816 812 969.0 311 44.1] [931 'Shahid Beheshti University of Medical Sciences' 'Iran' 30.706953 -88.098493 6 367 567 218 833 920 812 886.0 871 44.1] [932 'National Taiwan Normal University' 'Taiwan' nan nan 16 367 478 218 731 939 645 906.0 871 44.1] [933 'National University of Córdoba' 'Argentina' -2.615143 29.742563 3 367 567 218 717 796 645 896.0 871 44.1] [934 'Federal University of Paraná' 'Brazil' -22.86285 -43.22884 12 367 497 218 697 800 812 906.0 772 44.1] [935 'University of Jaén' 'Spain' 30.22792 120.03306 37 367 567 218 920 871 645 896.0 563 44.09] [936 'University of California, Merced' 'USA' 37.367813 -120.421858 229 367 567 218 899 540 812 906.0 491 44.09] [937 'University of Waikato' 'New Zealand' -37.787786 175.3155 6 367 474 218 945 870 511 906.0 703 44.09] [938 'University of Central Lancashire' 'United Kingdom' 53.762386 -2.708542 65 367 494 218 946 603 511 906.0 749 44.09] [939 'Federal University of Pernambuco' 'Brazil' -22.86285 -43.22884 13 367 552 218 749 884 812 946.0 417 44.09] [940 'University of Almería' 'Spain' 30.22792 120.03306 38 367 567 218 967 974 812 896.0 681 44.09] [941 'Federal University of São Carlos' 'Brazil' -22.86285 -43.22884 14 367 567 218 722 948 812 906.0 774 44.09] [942 'Charles Darwin University' 'Australia' -12.372784 130.869321 27 367 567 218 931 742 645 896.0 871 44.09] [943 'Yangzhou University' 'China' 32.39722 119.43583 65 367 567 218 891 873 812 896.0 871 44.09] [944 'Wrocław University of Technology' 'Poland' 30.22792 120.03306 8 367 409 218 798 947 645 946.0 861 44.09] [945 'Hirosaki University' 'Japan' 40.819697 140.760372 73 367 505 218 951 844 511 906.0 693 44.08] [946 'National Taiwan Ocean University' 'Taiwan' nan nan 17 367 413 218 790 940 812 946.0 871 44.08] [947 'Jiangsu University' 'China' 32.192899 119.477502 66 367 556 218 808 969 812 981.0 323 44.08] [948 'Northwestern Polytechnical University' 'China' 42.059592 -87.678695 67 367 351 218 566 962 812 989.0 871 44.08] [949 'Xiangtan University' 'China' 27.85 112.9 68 367 384 218 862 935 812 958.0 778 44.08] [950 'United Arab Emirates University' 'United Arab Emirates' 24.198681 55.676969 1 367 521 218 994 851 812 906.0 689 44.08] [951 'Gachon University' 'South Korea' 39.41111 126.61389 34 367 567 218 918 880 812 932.0 451 44.08] [952 'Hallym University' 'South Korea' 28.077051 -82.43741 35 367 567 218 884 908 812 921.0 565 44.08] [953 'Harbin Engineering University' 'China' 13.795825 100.325894 69 367 567 218 970 991 645 906.0 839 44.07] [954 'Dokuz Eylül University' 'Turkey' 38.32328 27.14245 10 367 567 218 931 957 812 906.0 871 44.07] [955 'Jinan University' 'China' 36.66833 116.99722 70 367 336 218 793 897 812 984.0 688 44.07] [956 'Shiraz University' 'Iran' 29.651571 52.507271 7 367 567 218 865 962 645 921.0 871 44.07] [957 'Third Military Medical University' 'China' 29.54052 106.44506 71 367 567 218 737 809 645 932.0 721 44.07] [958 'Amirkabir University of Technology' 'Iran' 30.22792 120.03306 8 367 567 218 725 962 645 932.0 871 44.07] [959 'Public University of Navarre' 'Spain' -35.232117 149.081051 39 367 567 218 972 831 812 921.0 697 44.07] [960 'Federico Santa María Technical University' 'Chile' nan nan 4 367 567 218 955 923 368 946.0 645 44.07] [961 'Federal University of ABC' 'Brazil' -22.86285 -43.22884 15 367 567 218 929 923 645 921.0 871 44.07] [962 'University of Puerto Rico at Mayagüez' 'Puerto Rico' 18.212506 -67.141228 1 367 567 218 998 793 645 921.0 871 44.06] [963 'Southern Medical University' 'China' 32.41562 -81.783096 72 367 567 218 801 758 812 932.0 782 44.06] [964 'University of Silesia' 'Poland' 30.22792 120.03306 9 367 567 218 867 864 511 932.0 871 44.06] [965 'Ain Shams University' 'Egypt' 30.06515 31.27905 2 367 567 218 875 832 511 932.0 871 44.06] [966 'University of Valenciennes and Hainaut-Cambresis' 'France' nan nan 47 367 567 218 866 950 645 932.0 871 44.06] [967 'Chung Shan Medical University' 'Taiwan' nan nan 18 367 567 218 727 973 645 946.0 871 44.06] [968 'National University of Colombia' 'Colombia' 5.0556 -75.4867 2 367 312 218 871 732 812 994.0 861 44.06] [969 'South China Agricultural University' 'China' nan nan 73 367 567 218 877 811 812 932.0 871 44.06] [970 'Ibaraki University' 'Japan' 36.282688 140.437698 74 367 567 218 999 448 645 946.0 562 44.06] [971 'Fu Jen Catholic University' 'Taiwan' nan nan 19 367 446 218 984 887 812 958.0 824 44.06] [972 'Hunan Normal University' 'China' 28.188136 112.943469 74 367 567 218 923 917 812 932.0 871 44.06] [973 'Ulsan National Institute of Science and Technology' 'South Korea' 38.992518 -76.938904 36 367 567 218 880 912 645 984.0 349 44.06] [974 'Federal University of Santa Maria' 'Brazil' -22.86285 -43.22884 16 367 396 218 954 974 812 975.0 871 44.05] [975 'Shenzhen University' 'China' 22.53586 113.92941 75 367 410 218 976 778 645 999.0 318 44.05] [976 'Tianjin Medical University' 'China' 39.116874 117.178109 76 367 567 218 885 857 812 946.0 839 44.05] [977 'Beijing University of Technology' 'China' 30.22792 120.03306 77 367 567 218 780 950 812 969.0 512 44.05] [978 'University of Reims Champagne-Ardenne' 'France' nan nan 48 367 567 218 967 884 645 958.0 544 44.05] [979 'Yuan Ze University' 'Taiwan' 47.695972 8.632149 20 367 567 218 923 984 812 946.0 871 44.05] [980 'University of Chemistry and Technology, Prague' 'Czech Republic' 38.999092 117.311843 5 367 567 218 991 868 812 946.0 778 44.05] [981 'University of Limerick' 'Ireland' 52.673072 -8.572862 8 367 529 218 892 863 812 969.0 516 44.05] [982 'China Medical University (PRC)' 'China' 24.153966 120.683265 78 367 567 218 804 749 645 958.0 871 44.04] [983 'Feng Chia University' 'Taiwan' 30.94917 121.08528 21 367 434 218 902 991 812 975.0 871 44.04] [984 'Zhejiang University of Technology' 'China' 30.22792 120.03306 79 367 567 218 858 991 812 958.0 672 44.04] [985 'Novosibirsk State University' 'Russia' 35.95422 -90.45997 5 167 567 218 819 858 645 991.0 871 44.04] [986 'University of Bucharest' 'Romania' 44.43556 26.10124 1 237 567 218 845 804 645 975.0 871 44.04] [987 'Babeș-Bolyai University' 'Romania' 46.731779 25.616732 2 367 567 218 874 855 812 958.0 871 44.04] [988 'Mansoura University' 'Egypt' 31.044632 31.353416 3 367 567 218 987 969 645 958.0 871 44.04] [989 "University of Pau and Pays de l'Adour" 'France' nan nan 49 367 567 218 980 991 812 958.0 809 44.04] [990 'Henan Normal University' 'China' 14.587555 120.983332 80 367 567 218 959 991 812 958.0 871 44.04] [991 'Xidian University' 'China' 34.123583 108.83546 81 367 542 218 830 974 812 984.0 434 44.03] [992 'Federal University of Bahia' 'Brazil' -22.86285 -43.22884 17 367 540 218 962 865 645 969.0 774 44.03] [993 'Southwest Jiaotong University' 'China' 30.697847 104.052081 82 367 327 218 937 962 812 998.0 861 44.03] [994 'Ryerson University' 'Canada' 43.657719 -79.378749 33 367 567 218 811 969 511 975.0 756 44.03] [995 'King Abdulaziz University' 'Saudi Arabia' 21.496441 39.24895 4 367 449 218 595 430 645 994.0 839 44.03] [996 'University of the Algarve' 'Portugal' 37.04396 -7.97219 7 367 567 218 926 845 812 969.0 816 44.03] [997 'Alexandria University' 'Egypt' 31.20194 29.90528 4 236 566 218 997 908 645 981.0 871 44.03] [998 'Federal University of Ceará' 'Brazil' -22.86285 -43.22884 18 367 549 218 830 823 812 975.0 824 44.03] [999 'University of A Coruña' 'Spain' 44.045707 -123.078549 40 367 567 218 886 974 812 975.0 651 44.02] [1000 'China Pharmaceutical University' 'China' 30.52047 114.39637 83 367 567 218 861 991 812 981.0 547 44.02]